Score Legend Min Alignment Max Alignment

Rank	Model	average 81	neural 38	V1 24	FreemanZiemba2013.V1-pls v2	Marques2020 22	V1-orientation 7	Marques2020_DeValois1982-pref_or v1	Marques2020_Ringach2002-circular_variance v1	Marques2020_Ringach2002-cv_bandwidth_ratio v1	Marques2020_Ringach2002-opr_cv_diff v1	Marques2020_Ringach2002-or_bandwidth v1	Marques2020_Ringach2002-or_selective v1	Marques2020_Ringach2002-orth_pref_ratio v1	V1-receptive_field_size 2	Marques2020_Cavanaugh2002-grating_summation_field v1	Marques2020_Cavanaugh2002-surround_diameter v1	V1-response_magnitude 3	Marques2020_FreemanZiemba2013-max_noise v1	Marques2020_FreemanZiemba2013-max_texture v1	Marques2020_Ringach2002-max_dc v1	V1-response_selectivity 4	Marques2020_FreemanZiemba2013-texture_selectivity v1	Marques2020_FreemanZiemba2013-texture_sparseness v1	Marques2020_FreemanZiemba2013-texture_variance_ratio v1	Marques2020_Ringach2002-modulation_ratio v1	V1-spatial_frequency 3	Marques2020_DeValois1982-peak_sf v1	Marques2020_Schiller1976-sf_bandwidth v1	Marques2020_Schiller1976-sf_selective v1	V1-surround_modulation 1	Marques2020_Cavanaugh2002-surround_suppression_index v1	V1-texture_modulation 2	Marques2020_FreemanZiemba2013-abs_texture_modulation_index v1	Marques2020_FreemanZiemba2013-texture_modulation_index v1	Coggan2024_fMRI.V1-rdm v1	V2 2	FreemanZiemba2013.V2-pls v2	Coggan2024_fMRI.V2-rdm v1	V4 5	MajajHong2015.V4-pls v3	Sanghavi2020.V4-pls v1	SanghaviJozwik2020.V4-pls v1	SanghaviMurty2020.V4-pls v1	Coggan2024_fMRI.V4-rdm v1	IT 7	Bracci2019.anteriorVTC-rdm v1	Kar2019-ost v2	MajajHong2015.IT-pls v3	Sanghavi2020.IT-pls v1	SanghaviJozwik2020.IT-pls v1	SanghaviMurty2020.IT-pls v1	Coggan2024_fMRI.IT-rdm v1	behavior 43	Rajalingham2018-i2n v2	Geirhos2021-error_consistency 17	Geirhos2021colour-error_consistency v1	Geirhos2021contrast-error_consistency v1	Geirhos2021cueconflict-error_consistency v1	Geirhos2021edge-error_consistency v1	Geirhos2021eidolonI-error_consistency v1	Geirhos2021eidolonII-error_consistency v1	Geirhos2021eidolonIII-error_consistency v1	Geirhos2021falsecolour-error_consistency v1	Geirhos2021highpass-error_consistency v1	Geirhos2021lowpass-error_consistency v1	Geirhos2021phasescrambling-error_consistency v1	Geirhos2021powerequalisation-error_consistency v1	Geirhos2021rotation-error_consistency v1	Geirhos2021silhouette-error_consistency v1	Geirhos2021sketch-error_consistency v1	Geirhos2021stylized-error_consistency v1	Geirhos2021uniformnoise-error_consistency v1	Baker2022 3	Baker2022fragmented-accuracy_delta v1	Baker2022frankenstein-accuracy_delta v1	Baker2022inverted-accuracy_delta v1	BMD2024 4	BMD2024.dotted_1Behavioral-accuracy_distance v1	BMD2024.dotted_2Behavioral-accuracy_distance v1	BMD2024.texture_1Behavioral-accuracy_distance v1	BMD2024.texture_2Behavioral-accuracy_distance v1	Ferguson2024 14	Ferguson2024circle_line-value_delta v1	Ferguson2024color-value_delta v1	Ferguson2024convergence-value_delta v1	Ferguson2024eighth-value_delta v1	Ferguson2024gray_easy-value_delta v1	Ferguson2024gray_hard-value_delta v1	Ferguson2024half-value_delta v1	Ferguson2024juncture-value_delta v1	Ferguson2024lle-value_delta v1	Ferguson2024llh-value_delta v1	Ferguson2024quarter-value_delta v1	Ferguson2024round_f-value_delta v1	Ferguson2024round_v-value_delta v1	Ferguson2024tilted_line-value_delta v1	Hebart2023-match v1	Maniquet2024 2	Maniquet2024-confusion_similarity v1	Maniquet2024-tasks_consistency v1	Coggan2024_behavior-ConditionWiseAccuracySimilarity v1	engineering 25	ImageNet-top1 v1 Model accuracy on this benchmark might be slightly lower than expected because the default pre-processing does not center-crop (due to lower neural/behavioral alignment)	ImageNet-C-top1 4	ImageNet-C-noise-top1 v2	ImageNet-C-blur-top1 v2	ImageNet-C-weather-top1 v2	ImageNet-C-digital-top1 v2	ObjectNet-top1 v1	Geirhos2021-top1 17	Geirhos2021colour-top1 v1	Geirhos2021contrast-top1 v1	Geirhos2021cueconflict-top1 v1	Geirhos2021edge-top1 v1	Geirhos2021eidolonI-top1 v1	Geirhos2021eidolonII-top1 v1	Geirhos2021eidolonIII-top1 v1	Geirhos2021falsecolour-top1 v1	Geirhos2021highpass-top1 v1	Geirhos2021lowpass-top1 v1	Geirhos2021phasescrambling-top1 v1	Geirhos2021powerequalisation-top1 v1	Geirhos2021rotation-top1 v1	Geirhos2021silhouette-top1 v1	Geirhos2021sketch-top1 v1	Geirhos2021stylized-top1 v1	Geirhos2021uniformnoise-top1 v1	Hermann2020 2	Hermann2020cueconflict-shape_bias v1	Hermann2020cueconflict-shape_match v1
1	convnext_large_mlp:clip_laion2b_augreg_ft_in1k_384 Brain-Score Team	.467	.378	.334	.269	.707	.869	.930	.809	.882	.870	.878	.941	.769	.796	.729	.863	.963	.956	.940	.992	.713	.792	.726	.854	.480	.619	.791	.532	.535	.473	.473	.520	.383	.657	.025	.356	.305	.407	.383	.600	.616	.458	.239	.005	.441	.227	X	.510	.546	.502	.429	.871	.555	.573	.574	.216	.064	.740	.995	.577	.513	.453	.351	.419	.554	.561	.540	.539	1.1	.742	.706	.661	.616	.592	.257	1.0	.838	.983	.765	.765	.840	.550	.428	1.0	.627	.327	.882	.114	.722	.075	.718	.643	.255	.739	.509	.657	.139	.368		.735	.779	.221								.785	.998	.995	.313	.881	.545	.600	.646	.998	.975	.627	.856	.959	.960	.719	.940	.588	.750	.319	.360	.277
2	convnext_xlarge:fb_in22k_ft_in1k Brain-Score Team	.449	.338	.307	.222	.691	.876	.923	.862	.793	.948	.861	.927	.817	.811	.752	.870	.907	.841	.930	.952	.590	.453	.509	.828	.570	.748	.703	.902	.640	.445	.445	.459	.296	.621	.007	.249	.304	.194	.439	.567	.617	.494	.240	.277	.357	.250	X	.523	.541	.527	.417	.243	.560	.588	.587	.441	.145	.651	.670	.574	.491	.556	.579	.851	.527	.499	.680	.417	.959	.594	.746	.601	.629	.882	.983	.023	.378	.354	.294	.424	.441	.679	.389	1.0	.385	.706	.725	.728	.771	.184	.793	.643	.639	.818	.924	.800	.319	.660	.665	.656	.636	.436	.853	.179	.715					.776	.995	.990	.371	.812	.579	.631	.688	.991	.881	.626	.833	.943	.904	.669	.879	.631	.776	.372	.412	.331
2	vit_base_patch16_clip_224:openai_ft_in12k_in1k Brain-Score Team	.445	.343	.379	.234	.680	.822	.960	.787	.853	.810	.777	.846	.719	.298	.260	.336	.865	.809	.813	.972	.741	.713	.857	.747	.646	.753	.690	.814	.756	.698	.698	.581	.462	.701	.224	.258	.304	.212	.395	.551	.596	.463	.229	.134	.339	.275	X	.505	.522	.507	.374	.188	.548	.563	.614	.815	.544	.571	.543	.575	.625	.579	.739	.493	.690	.562	.560	.404	.848	.481	.680	.723	.854	.926	.939	.698	.247	.229	.115	.362	.283	.678	.573	1.0	.516	.780	.845	.942	.571	.524	.051	.862	.950	.667	.551	.657	.253	.586	.524	.649	.591	.516	.828	.645	.631	.576	.673	.699		.756	.994	.990	.334	.825	.536	.616	.665	.989	.886	.616	.800	.914	.882	.625	.869	.609	.701	.353	.412	.293
2	vit_large_patch14_clip_224:laion2b_ft_in1k Brain-Score Team	.445	.332	.336	.219	.705	.799	.991	.759	.819	.795	.788	.742	.701	.533	.541	.525	.872	.841	.929	.847	.736	.734	.687	.773	.749	.603	.503	.840	.465	.747	.747	.642	.539	.745	.086	.225	.301	.149	.408	.556	.603	.463	.247	.171	.359	.266	X	.485	.517	.468	.375	.399	.559	.607	.715	.762	.568	.855	1.2	.636	.613	.464	.539	.812	.603	.612	.718	.457	1.2	.669	.723	.719	.391	.446	.727	.000	.829	.759	.615	.991	.952	.643	.573	1.0	.627	.361	.845	.942	.698	.065	.226	.122	1.0	.544	1.000	1.0	.202	.577	.416	.738	.505	.430	.845	.158	.633					.784	.998	.940	.355	.925	.578	.617	.654	.995	.922	.619	.844	.939	.951	.725	.946	.649	.670	.362	.410	.314
5	vit_base_patch16_clip_224:openai_ft_in1k Brain-Score Team	.442	.352	.405	.239	.692	.838	.986	.813	.853	.830	.819	.797	.769	.323	.344	.303	.911	.892	.893	.947	.737	.648	.773	.810	.719	.698	.634	.790	.671	.795	.795	.543	.398	.687	.284	.262	.270	.254	.418	.562	.646	.515	.240	.126	.321	.247	X	.482	.507	.439	.345	.229	.532	.564	.611	.541	.418	.560	.753	.724	.680	.432	.581	.506	.535	.503	.647	.429	1.0	.585	.708	.734	.627	.803	.608	.470	.253	.166	.126	.382	.336	.680	.931	1.0	.516	.882	.845	.641	.771	.102	1.0	.325	.390	1.0	.461	.657	.199	.645	.540	.750	.677	.495	.828	.618	.577	.548	.672	.676		.735	.994	.989	.289	.756	.519	.572	.608	.988	.861	.580	.781	.896	.886	.656	.897	.574	.644	.296	.345	.247
5	vit_large_patch14_clip_224:openai_ft_in1k Brain-Score Team	.443	.341	.370	.259	.676	.744	.983	.621	.856	.720	.762	.676	.589	.451	.370	.532	.928	.894	.905	.985	.754	.818	.832	.812	.556	.609	.652	.773	.404	.603	.603	.639	.525	.752	.176	.176	.304	.048	.417	.570	.613	.465	.239	.197	.401	.251	X	.485	.524	.464	.384	.697	.545	.534	.638	.428	.241	.840	.807	.619	.603	.438	.337	.807	.663	.576	.709	.488	1.2	.776	.697	.639	.648	.858	.899	.186	.812	.801	.626	.941	.882	.633	.320	1.0	.839	.361	.845	.942	.771	.020	.276	1.0	.379	.638	.820	.657	.157	.413	.826		.526	.409	.850							.809	.995	.995	.377	.894	.606	.637	.708	.995	.955	.641	.892	.964	.964	.719	.958	.637	.821	.386	.432	.339
5	vit_relpos_base_patch16_clsgap_224:sw_in1k Brain-Score Team	.437	.381	.396	.218	.694	.749	.988	.616	.939	.680	.774	.694	.550	.454	.392	.516	.935	.876	.943	.987	.688	.731	.811	.730	.480	.670	.681	.724	.605	.768	.768	.593	.478	.708	.277	.284	.299	.268	.400	.546	.633	.510	.231	.081	.443	.240	X	.541	.542	.530	.416	.833	.494	.538	.470	.560	.429	.380	.192	.610	.674	.473	.648	.189	.463	.442	.382	.249	.888	.314	.516	.576	.714	.473	.761	.908	.192	.125	.205	.196	.241	.655	.573	1.0	.569	1.0	.845	1.0	.517	.524	.554	1.0	.430	.092	.409	.657	.203	.566	.472	.661	.611	.490	.792	.633	.670	.525	.675	.664		.686	.994	.989	.307	.438	.547	.600	.652	.977	.600	.527	.803	.911	.760	.631	.721	.571	.632	.336	.399	.274
8	convnext_large:fb_in22k_ft_in1k Brain-Score Team	.428	.338	.338	.235	.680	.918	.947	.942	.866	.944	.794	.990	.944	.902	.863	.940	.902	.757	.958	.992	.505	.500	.412	.527	.579	.751	.742	.863	.647	.398	.398	.384	.290	.478	.099	.270	.313	.227	.408	.578	.594	.490	.248	.132	.337	.305	X	.527	.529	.490	.348	.158	.517	.584	.603	.470	.204	.698	.531	.492	.613	.502	.572	.806	.667	.606	.670	.467	1.0	.556	.704	.686	.732	.838	.887	.470	.404	.447	.337	.413	.420	.598	.520	1.0	.385	.951	.845	.883	.631	.087	.337	.068	.950	.544	.370	.800	.336	.277	.553		.603	.535	.851	.693	.700	.623	.720	.731		.775	.994	.994	.348	.844	.583	.634	.696	.991	.889	.609	.836	.948	.903	.656	.873	.613	.762	.355	.401	.310
8	cvt_cvt-w24-384-in22k_finetuned-in1k_4 Wanhee Lee	.430	.327	.361	.242	.738	.835	.982	.741	.939	.814	.821	.846	.701	.654	.675	.632	.957	.925	.964	.981	.767	.829	.851	.934	.457	.664	.858	.601	.532	.692	.692	.597	.472	.721	.104	.204	.307	.101	.412	.590	.627	.503	.253	.084	.331	.270	X	.488	.516	.493	.398	.149	.533	.600	.616	.499	.176	.633	.519	.527	.546	.535	.640	.875	.602	.730	.705	.528	.914	.578	.678	.781	.568	.538	.698	.470	.380	.354	.227	.434	.504	.715	.696	1.0	.385	.537	.845	.942	.942	.257	.875	1.0	.524	.667	.686	.657	.320	.493	.345	.642	.575	.629	.835	.681	.692	.596	.726	.710	.513	.794	.995	.984	.339	.800	.606	.644	.715	.989	.939	.615	.883	.964	.923	.756	.884	.649	.816	.324	.350	.297
8	resnext101_32x8d_wsl Martin Schrimpf	.429	.337	.323	.271	.682	.879	.955	.903	.724	.810	.904	.954	.905	.426	.523	.328	.875	.805	.876	.943	.583	.641	.555	.727	.407	.825	.543	.931	1.000	.575	.575	.609	.487	.730	.018	.259	.312	.206	.397	.586	.646	.502	.212	.040	.369	.145	X	.481	.516	.504	.428	.506	.521	.551	.575	.885	.621	.540	.618	.655	.624	.567	.668	.176	.563	.363	.453	.351	.966	.425	.666	.637	.608	.935	.889	.000	.487	.655	.337	.579	.378	.552	.931	.877	.317	.799	.445	.437	.975	.288	.454	.068	1.0	.576	.102	.460	.407	.431	.195	.667	.554	.577	.842	.581	.539	.503	.633	.649	.443	.716	.989	.964	.275	.769	.546	.577	.637	.986	.720	.547	.738	.896	.832	.650	.871	.521	.650	.305	.370	.239
8	swin_small_patch4_window7_224:ms_in22k_ft_in1k Brain-Score Team	.428	.346	.372	.247	.672	.888	.891	.868	.871	.922	.810	.996	.857	.620	.685	.554	.833	.779	.827	.893	.646	.682	.600	.768	.536	.540	.640	.586	.395	.713	.713	.464	.313	.615	.197	.190	.283	.096	.420	.589	.622	.483	.265	.143	.400	.139	X	.473	.470	.397	.208	1.1	.511	.600	.349	.472	.416	.189	.151	.281	.416	.412	.559	.262	.338	.256	.257	.261	.658	.245	.289	.462	.781	.603	.741	1.0	.120	.146	.126	.103	.105	.650	.353	1.0	.985	.579	.541	.397	1.0	.848	.502	.529	.779	.169	.417	1.0	.463	.570	.496	.644	.552	.489	.809	.630	.634	.538	.678	.670		.721	.991	.988	.296	.669	.556	.595	.635	.975	.741	.568	.817	.902	.846	.656	.806	.515	.696	.286	.321	.251
8	vit_large_patch14_clip_224:laion2b_ft_in12k_in1k Brain-Score Team	.429	.319	.332	.220	.694	.777	.983	.689	.875	.736	.788	.734	.634	.561	.509	.613	.858	.796	.916	.863	.746	.713	.700	.823	.747	.569	.493	.778	.437	.797	.797	.547	.419	.675	.082	.188	.307	.069	.399	.569	.619	.489	.238	.080	.357	.230	X	.501	.517	.487	.341	.424	.538	.617	.664	.587	.476	.784	.899	.615	.509	.489	.706	.827	.578	.576	.633	.478	1.1	.678	.697	.635	.791	.523	.850	1.0	.514	.250	.182	.775	.850	.655	.320	1.0	.985	.399	.845	.942	.942	.065	.612	.406	.950	.544	.509	.657	.237	.377	.138	.616	.453	.453	.852	.177	.708					.808	.997	.984	.415	.894	.603	.667	.715	.996	.947	.642	.873	.963	.945	.694	.927	.700	.772	.427	.474	.380
13	convnext_large_imagenet_full_seed-0 akgokce	.406	.337	.322	.207	.704	.873	.950	.818	.821	.855	.952	.939	.775	.662	.592	.732	.942	.923	.930	.974	.729	.714	.756	.978	.468	.739	.778	.712	.726	.476	.476	.509	.359	.659	.055	.230	.312	.147	.411	.589	.617	.490	.235	.123	.384	.322	X	.525	.536	.535	.416	.354	.475	.575	.414	.395	.322	.284	.285	.354	.569	.453	.622	.355	.471	.339	.467	.236	.728	.287	.417	.443	.775	.709	.617	1.0	.229	.239	.216	.165	.294	.426	.767	1.0	.288	.296	.237	.126	.383	.608	.113	.181	.686	.169	.461	.657	.166	.512	.375	.650	.700	.487	.799	.616	.651	.510	.657	.645		.705	.995	.991	.303	.412	.522	.602	.631	.991	.820	.522	.817	.938	.795	.631	.760	.556	.704	.317	.368	.265
13	convnext_tiny_imagenet_full_seed-0 Brain-Score Team	.409	.386	.344	.198	.686	.848	.778	.847	.761	.834	.868	.999	.847	.686	.694	.677	.898	.904	.865	.924	.704	.678	.772	.935	.432	.719	.816	.661	.679	.491	.491	.461	.342	.579	.147	.345	.307	.383	.396	.584	.638	.500	.204	.056	.461	.295	X	.532	.551	.550	.424	.874	.431	.573	.456	.534	.433	.321	.264	.498	.665	.521	.564	.442	.419	.372	.427	.224	.870	.276	.395	.522	.521	.984	.578	.000	.199	.135	.194	.258	.210	.521	1.0	.719	.667	.110	.066	.437	.631	.451	.825	.034	.070	.383	.905	1.0	.220	.429	.194	.665	.529	.457	.777	.551	.561	.442	.602	.601		.675	.991	.993	.280	.344	.489	.564	.594	.988	.773	.526	.789	.893	.764	.631	.680	.544	.627	.280	.322	.238
13	convnext_xxlarge:clip_laion2b_soup_ft_in1k Brain-Score Team	.413	.303	.364	.274	.660	.813	.940	.700	.941	.840	.724	.880	.668	.624	.584	.664	.918	.941	.837	.976	.743	.726	.755	.914	.578	.664	.723	.663	.608	.338	.338	.522	.382	.662	.157	.220	.318	.121	.206	.586	X	X	.238	.206	.423	.260	X	.533	.558	.529	.449	.630	.523	.563	.558	.390	.103	.943	.699	.481	.361	.433	.223	.404	.600	.624	.650	.516	1.1	.746	.654	.520	.328	.558	.427	.000	.997	1.0	.991	.998	1.0	.623	.428	1.0	.627	.486	.845	.583	.942	.248	.152	1.0	.836	.544	.370	.657	.270				.844	.288								.853	.998	.998	.577	.944	.590	.675	.758	.996	.983	.787	.894	.979	.985	.800	.974	.748	.818	.587	.624	.550
13	deit_base_imagenet_full_seed-0 akgokce	.405	.348	.366	.260	.718	.719	.967	.589	.902	.735	.658	.628	.551	.560	.552	.567	.885	.816	.871	.967	.716	.642	.752	.790	.677	.741	.717	.813	.692	.805	.805	.604	.487	.721	.121	.254	.291	.216	.370	.561	.621	.456	.209	.005	.403	.236	X	.507	.522	.519	.425	.612	.463	.564	.276	.406	.309	.160	.076	.299	.465	.441	.447	.013	.460	.156	.169	.201	.492	.153	.185	.257	.768	.981	.854	.470	.167	.104	.137	.248	.178	.618	.696	1.0	.452	.148	.845	.481	.423	.118	1.0	1.0	.510	.707	.621	.657	.238	.598	.496	.701	.471	.466	.777	.568	.554	.475	.646	.598		.683	.992	.819	.280	.225	.584	.613	.665	.984	.650	.615	.850	.929	.793	.588	.676	.546	.799	.304	.368	.240
13	deit_large_imagenet_full_seed-0 akgokce	.407	.353	.351	.236	.694	.687	.769	.577	.806	.898	.386	.748	.624	.677	.752	.601	.759	.674	.666	.937	.761	.865	.751	.542	.886	.672	.638	.834	.543	.587	.587	.716	.738	.694	.123	.257	.294	.220	.403	.574	.645	.504	.223	.069	.402	.234	X	.515	.523	.491	.384	.668	.460	.554	.308	.411	.206	.181	.109	.416	.496	.439	.453	.036	.543	.207	.269	.196	.434	.198	.314	.328	.766	.889	.410	1.0	.175	.114	.137	.207	.241	.541	.264	.877	.606	.327	.845	1.0	.467	.015	.025	.275	.950	.282	.836	.800	.263	.551	.428	.674	.523	.488	.795	.611	.595	.525	.685	.638		.708	.992	.863	.302	.269	.630	.616	.683	.986	.705	.640	.880	.943	.829	.600	.728	.571	.796	.325	.385	.265
13	resnext101_32x48d_wsl Martin Schrimpf	.405	.254	.093	.246	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.033	.165	.288	.041	.401	.582	.637	.488	.219	.079	.356	.223	X	.513	.502	.446	.326	.483	.557	.561	.626	.787	.581	.560	.619	.667	.664	.641	.755	.367	.579	.462	.548	.405	.908	.512	.851	.743	.871	.984	.929	.698	.655	.770	.454	.817	.577	.556	.573	.719	.132	.361	.403	.298	.771	.389	1.0	.709	.923	.326	.621	.560	.278	.375	.106	.644	.536	.486	.822	X					.499	.740	.994	.985	.334	.775	.560	.602	.633	.988	.838	.556	.752	.900	.895	.631	.905	.540	.696	.370	.442	.299
13	vit_large_patch14_clip_224:openai_ft_in12k_in1k Brain-Score Team	.410	.325	.357	.251	.649	.706	.939	.591	.789	.710	.701	.648	.561	.399	.305	.494	.919	.875	.886	.996	.704	.814	.827	.674	.503	.621	.643	.810	.409	.539	.539	.657	.552	.762	.169	.177	.312	.043	.402	.567	.638	.501	.250	.052	.365	.255	X	.493	.527	.473	.395	.409	.496	.558	.631	.403	.269	.804	.635	.689	.473	.427	.493	.858	.589	.677	.707	.527	1.1	.658	.705	.728	.585	.944	.623	.186	.465	.437	.250	.713	.462	.605	.320	1.0	.516	.655	.845	.942	.942	.048	.454	.031	.510	.544	1.0	.657	.304	.407	.156	.658	.411	.449	.845	.186	.742					.809	.995	.996	.395	.900	.601	.647	.733	.993	.950	.666	.872	.968	.954	.719	.902	.655	.805	.406	.453	.359
20	convnext_base_imagenet_full_seed-0 akgokce	.400	.350	.394	.210	.695	.879	.968	.848	.868	.850	.920	.931	.772	.749	.742	.756	.928	.979	.845	.961	.751	.851	.841	.884	.429	.570	.619	.546	.543	.440	.440	.546	.409	.684	.277	.194	.282	.105	.391	.592	.635	.487	.217	.026	.421	.299	X	.530	.540	.538	.410	.632	.450	.549	.385	.365	.347	.278	.219	.406	.475	.418	.520	.287	.354	.347	.482	.206	.608	.274	.433	.520	.720	.917	.874	.367	.254	.312	.205	.258	.241	.465	.522	1.0	.288	.180	.108	.078	.975	.102	.113	.267	.686	.470	.924	.800	.209	.399	.162	.635	.619	.478	.798	.607	.636	.500	.648	.646		.698	.991	.993	.291	.400	.500	.578	.619	.984	.800	.537	.822	.934	.796	.613	.767	.546	.701	.284	.318	.249
20	convnext_small_imagenet_full_seed-0 akgokce	.397	.360	.356	.238	.704	.881	.899	.797	.963	.894	.761	.986	.867	.836	.841	.832	.851	.836	.809	.910	.677	.711	.746	.853	.397	.654	.729	.501	.732	.582	.582	.446	.393	.499	.126	.253	.276	.231	.391	.592	.636	.491	.211	.026	.441	.295	X	.530	.545	.548	.425	.744	.434	.581	.394	.462	.452	.206	.198	.367	.465	.554	.483	.330	.379	.289	.450	.197	.660	.278	.429	.509	.485	.740	.715	.000	.235	.229	.182	.310	.220	.466	.848	.862	.385	.121	.160	.223	.313	.951	.226	.294	.621	.208	.621	.682	.238	.532	.395	.668	.540	.475	.793	.588	.608	.483	.631	.632		.693	.989	.985	.294	.394	.485	.561	.608	.986	.816	.541	.809	.934	.799	.600	.756	.557	.669	.298	.340	.255
20	effnetb1_272x240 Alexander Riedel	.398	.323	.334	.254	.720	.769	.930	.645	.863	.727	.833	.787	.594	.829	.877	.781	.921	.835	.952	.976	.734	.807	.856	.947	.326	.822	.851	.847	.768	.445	.445	.521	.403	.640	.026	.185	.334	.036	.405	.578	.643	.501	.254	.047	.367	.337	X	.530	.542	.500	.336	.328	.473	.549	.443	.792	.632	.357	.074	.614	.495	.495	.667	.088	.497	.307	.289	.356	.614	.283	.693	.285	.533	.832	.766	.000	.239	.281	.227	.238	.210	.473	1.0	.794	.516	.486	.470	.152	.975	.004	.168	.358	.950	.068	.378	.310	.242	.727	.708	.746	.573	.486	.777	.489	.428	.426	.537	.567	.305	.631	.977	.845	.227	.569	.454	.541	.527	.971	.492	.476	.675	.793	.787	.562	.779	.514	.535	.226	.272	.181
20	grcnn Simone Azeglio	.395	.361	.365	.289	.762	.910	.933	.908	.893	.916	.884	.921	.911	.611	.756	.467	.918	.847	.983	.925	.673	.788	.664	.694	.544	.850	.850	.804	.898	.723	.723	.649	.544	.755	.044	.316	.306	.327	.395	.592	.623	.472	.239	.047	.367		X	.477	.538	.500	.400	.655	.430	.520	.235	.439	.184	.179	.075	.325	.414	.380	.280	.009	.194	.120	.125	.161	.482	.099	.340	.182	.632	.507	.692	.698	.183	.135	.182	.238	.178	.489	.264	.794	.468	.134	.767	.777	.771	.031	.205	.435	.757	.255	1.0	.189	.361	.690	.708	.672	.331	.355	.732	.294	.330	.363		.485		.563	.978	.790	.186	.256	.505	.544	.550	.954	.369	.443	.633	.752	.676	.512	.613	.393	.417	.186	.226	.146
20	resnet50-VITO-8deg-cc Nikhil Parthasarathy	.400	.337	.368	.221	.747	.825	.913	.715	.843	.854	.859	.846	.747	.926	.869	.983	.931	.921	.923	.950	.695	.579	.667	.924	.611	.762	.773	.714	.799	.616	.616	.475	.319	.630	.136	.206	.290	.121	.401	.578	.623	.499	.230	.075	.373	.229	X	.512	.509	.527	.377	.456	.463	.447	.421	.755	.430	.451	.264	.430	.522	.319	.580	.285	.625	.269	.292	.254	.701	.149	.449	.381	.822	.734	.731	1.0	.169	.156	.126	.217	.178	.510	.239	.968	.132	.025	.973	.942	.283	1.0	.125	.709	.141	.187	.409	1.0	.483	.260	.520		.590	.386	.616	.322	.174	.326	.373	.417	.174	.600	.966	.963	.211	.231	.471	.514	.542	.955	.648	.619	.666	.754	.724	.406	.645	.398	.486	.218	.270	.167
20	resnet50-vitoimagevidnet8 Nikhil Parthasarathy	.403	.338	.379	.261	.738	.866	.964	.863	.742	.769	.870	.975	.876	.524	.658	.390	.959	.908	.983	.987	.623	.738	.632	.543	.581	.715	.473	.674	.999	.796	.796	.686	.607	.765	.136	.209	.298	.121	.390	.569	.613	.476	.218	.075	.375	.229	X	.523	.528	.524	.367	.456	.468	.437	.156	.170	.147	.162	.099	.210	.254	.212	.263	.003	.113	.090	.082	.135	.252	.086	.252	.119	.822	.734	.731	1.0	.169	.156	.126	.217	.178	.510	.239	.968	.132	.025	.973	.942	.283	1.0	.125	.709	.141	.187	.409	1.0	.483	.580	.520	.640	.590	.308	.615	.098			.391			.616	.980	.968	.205	.281	.514	.542	.560	.954	.669	.613	.691	.770	.720	.450	.649	.406	.499	.210	.269	.152
26	convnext_tiny:in12k_ft_in1k Brain-Score Team	.390	.317	.325	.222	.705	.864	.910	.763	.863	.911	.893	.951	.755	.781	.820	.742	.857	.876	.813	.882	.739	.745	.806	.965	.439	.756	.752	.914	.603	.391	.391	.549	.431	.666	.049	.217	.297	.138	.386	.580	.621	.484	.243	.002	.338	.332	X	.516	.540	.506	.379	.097	.464	.570	.476	.746	.503	.297	.232	.471	.547	.468	.560	.457	.435	.459	.468	.334	.897	.336	.295	.590	.413	.515	.724	.000	.193	.156	.137	.269	.210	.529	.428	.589	.691	.099	.695	1.0	.571	.105	.532	.267	.836	1.0	.185	.401	.265	.653	.640	.666	.613	.478	.805	.607	.614	.514	.645	.654		.723	.991	.964	.259	.694	.530	.592	.635	.975	.811	.570	.786	.927	.836	.662	.779	.544	.730	.254	.292	.217
26	cvt_cvt-13-224-in1k_4_LucyV4 LucyV4	.387	.302	.344	.223	.778	.948	.971	.982	.922	.920	.937	.971	.933	.716	.638	.794	.892	.845	.897	.935	.638	.761	.655	.646	.492	.807	.776	.828	.816	.867	.867	.580	.450	.711	.030	.170	.304	.035	.390	.577	.618	.504	.236	.015	.305	.233	X	.477	.517	.519	.386	.000	.472	.519	.442	.804	.507	.233	.151	.537	.643	.561	.699	.151	.361	.342	.397	.218	.668	.242	.417	.587	.681	.965	.712	.367	.192	.166	.205	.248	.147	.615	.632	1.0	.261	.723	.596	.706	.383	.730	.676	.164	.524	.961	.417	.831	.217	.527	.340	.715	.586	.426	.764	.521	.514	.413	.589	.568		.639	.988	.974	.216	.294	.494	.548	.610	.982	.622	.460	.750	.871	.771	.569	.689	.482	.546	.207	.243	.172
26	cvt_cvt-21-384-in22k_finetuned-in1k_4_LucyV4 LucyV4	.388	.297	.318	.232	.664	.776	.963	.685	.920	.745	.807	.681	.630	.556	.532	.580	.896	.872	.927	.890	.697	.843	.768	.758	.421	.519	.641	.570	.346	.492	.492	.712	.624	.801	.057	.154	.298	.010	.409	.583	.634	.501	.248	.081	.308	.254	X	.458	.505	.491	.389	.057	.478	.606	.530	.799	.329	.477	.252	.556	.650	.271	.752	.364	.454	.584	.672	.380	.793	.382	.653	.647	.514	.543	.000	1.0	.225	.198	.149	.238	.315	.585	.240	1.0	.349	.861	.658	.601	.722	.184	.747	.782	.215	.424	.742	.657	.271	.650	.562	.739	.446	.440	.766	.519	.527	.404	.573	.571		.687	.978	.973	.224	.700	.512	.577	.623	.973	.731	.476	.819	.909	.758	.588	.766	.416	.657	.227	.272	.182
26	effnetb1_cutmixpatch_augmix_robust32_avge4e7_manylayers_324x288 Alexander Riedel	.392	.320	.379	.379	.757	.900	.721	.862	.962	.919	.917	.986	.936	.698	.772	.624	.662	.397	.721	.868	.714	.820	.843	.921	.271	.882	.687	.967	.993	.818	.818	.625	.531	.720	.000	.192	.360	.024	.385	.603	.641	.481	.198	.003	.324	.181	X	.539	.560	.532	.426	.030	.464	.652	.338	.448	.215	.235	.113	.661	.590	.480	.542	.100	.243	.249	.214	.581	.509	.125	.290	.149	.723	.646	.523	1.0	.183	.229	.171	.186	.147	.466	.320	.877	.627	.110	.518	.152	.232	.102	.411	.494	.923	.867	.551	.342	.363	.515	.412	.617	.476	.348	.476	.181	.139	.130	.199	.256	.173	.509	.883	.539	.300	.200	.507	.486	.531	.909	.298	.309	.597	.636	.896	.369	.535	.344	.318	.403	.537	.268
26	resnet152_imagenet_full akgokce	.390	.314	.316	.272	.644	.811	.959	.761	.590	.773	.861	.995	.738	.318	.460	.177	.897	.812	.898	.979	.598	.645	.594	.699	.453	.709	.429	.957	.740	.531	.531	.642	.541	.743	.033	.192	.299	.086	.407	.602	.645	.510	.251	.027	.339	.247	X	.512	.528	.507	.361	.215	.466	.520	.359	.692	.340	.309	.062	.607	.527	.474	.559	.048	.290	.289	.317	.259	.560	.177	.457	.129	.740	.957	.897	.367	.201	.229	.171	.227	.178	.546	.110	.650	.736	.121	.882	.184	.196	.608	1.0	1.0	.255	.113	.820	.975	.308	.596	.495	.697	.459	.243		.434	.389	.378	.466	.504		.566	.978	.794	.202	.331	.499	.542	.517	.963	.319	.469	.622	.716	.722	.450	.631	.335	.530	.213	.263	.164
26	resnext101_32x32d_wsl Martin Schrimpf	.388	.261	.126	.267	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.112	.171	.289	.053	.393	.574	.629	.489	.208	.062	.355	.224	X	.507	.500	.428	.314	.511	.515	.594	.631	.756	.577	.596	.645	.637	.650	.629	.735	.291	.695	.478	.579	.385	.990	.460	.871	.754	.553	.365	.313	.982	.368	.510	.294	.238	.430	.713	.390	.719	.627	.974	.403	.372	1.0	.730	.875	.805	.475	.961	.820	.831	.325	.465	.220	.710	.469	.510	.854	.621	.593	.542	.677	.671		.740	.997	.979	.299	.881	.532	.600	.646	.988	.772	.541	.769	.911	.864	.644	.911	.546	.701	.337	.408	.267
26	vit_huge_patch14_clip_224:laion2b_ft_in12k_in1k Brain-Score Team	.394	.275	.363	.233	.707	.745	.993	.621	.868	.746	.718	.692	.578	.433	.363	.503	.944	.931	.955	.947	.766	.782	.786	.877	.617	.671	.690	.766	.557	.761	.761	.631	.516	.747	.150	.205	.273	.137	.188	.570	X	X	.246	.126	.344	.265	X	.501	.527	.471	.397	.245	.513	.593	.636	.403	.240	.938	.744	.431	.564	.484	.461	.793	.648	.600	.638	.546	1.1	.776	.758	.645	.619	.785	.974	.098	.714	.655	.379	.930	.892	.641	.320	1.0	.736	.486	.845	.942	.942	.984	.168	.709	.510	.400	.275	.657	.260	.049	.098		.588	.256								.820	.997	.998	.448	.963	.585	.648	.731	.996	.959	.657	.895	.970	.969	.731	.951	.695	.743	.458	.505	.412
26	vit_large_patch14_clip_336:laion2b_ft_in1k Brain-Score Team	.386	.340	.382	.236	.656	.801	.967	.702	.949	.796	.764	.795	.637	.455	.470	.440	.788	.673	.722	.970	.623	.654	.875	.528	.434	.578	.524	.742	.467	.829	.829	.515	.367	.663	.254	.277	.293	.262	.409	.562	.594	.454	.238	.199	.292	.201	X	.479	.509	.423	.312	.119	.431	.596	.640	.387	.413	.748	1.2	.574	.481	.451	.348	.722	.623	.599	.651	.559	1.0	.734	.734	.604	.319	.656	.301	.000	.773	.655	.583	.941	.913	.646	.573	1.0	.468	1.0	.845	.942	.771	.011	.554	.135	.779	.400	.905	.657	.200				.273	.225								.782	.998	.950	.339	.906	.566	.622	.679	.995	.941	.611	.836	.945	.953	.713	.946	.599	.700	.343	.388	.299
26	vit_large_patch14_clip_336:openai_ft_in12k_in1k Brain-Score Team	.388	.306	.289	.212	.649	.747	.885	.667	.818	.813	.671	.733	.639	.383	.387	.379	.865	.831	.841	.924	.763	.715	.813	.727	.795	.618	.721	.607	.527	.614	.614	.550	.424	.675	.008	.179	.301	.057	.404	.575	.616	.471	.240	.120	.353	.234	X	.490	.528	.472	.400	.349	.470	.523	.568	.248	.131	.752	1.2	.549	.503	.350	.220	.592	.537	.511	.564	.506	.993	.700	.751	.591	.799	.946	.754	.698	.795	.697	.561	.951	.971	.601	.428	1.0	.468	.537	.882	.942	.942	.048	1.0	.199	.510	.255	.551	.657	.153				.320	.231								.799	.998	.994	.362	.894	.571	.647	.700	.996	.953	.645	.875	.959	.966	.706	.935	.605	.772	.354	.388	.321
26	vit_relpos_base_patch32_plus_rpn_256:sw_in1k Brain-Score Team	.389	.313	.367	.217	.792	.847	.969	.727	.913	.935	.806	.870	.707	.725	.680	.770	.905	.889	.889	.939	.856	.924	.917	.913	.671	.817	.553	.905	.994	.721	.721	.671	.565	.777	.093	.191	.270	.111	.359	.536	.562	.440	.190	.067	.335	.241	X	.517	.520	.482	.356	.228	.466	.475	.380	.519	.555	.282	.195	.529	.635	.477	.416	.116	.382	.181	.173	.212	.704	.202	.302	.583	.877	.868	.855	.908	.178	.094	.137	.227	.252	.504	1.0	1.0	.132	.655	.845	.942	.172	.011	.125	.529	.262	.346	.155	.883	.188	.588	.600	.576	.535	.485	.760	.590	.630	.474	.624	.631		.658	.988	.984	.355	.400	.555	.608	.658	.963	.444	.489	.767	.863	.662	.606	.680	.568	.604	.417	.508	.326
26	voneresnet-50 Tiago Marques	.388	.342	.354	.375	.687	.781	.990	.714	.766	.813	.494	.929	.758	.249	.170	.329	.813	.742	.714	.984	.747	.910	.817	.473	.789	.898	.847	.887	.959	.397	.397	.926	.905	.947	.001	.206	.334	.078	.397	.582	.641	.494	.221	.046	.411	.320	X	.540	.540	.536	.418	.527	.433	.532	.152	.218	.069	.121	.062	.281	.289	.284	.152	.037	.132	.080	.045	.057	.463	.062	.154	.079	.816	.582	.867	1.0	.226	.229	.216	.217	.241	.388	.428	.968	.691	.134	.066	.270	.517	.036	.454	.164	.155	.424	.905	.222	.357	.572	.535	.609	.421	.189		.098	.391					.537	.966	.621	.242	.169	.565	.547	.550	.920	.228	.448	.584	.652	.644	.519	.591	.400	.477	.309	.394	.224
37	cvt_cvt-13-384-in22k_finetuned-in1k_4_LucyV4 LucyV4	.377	.305	.339	.227	.739	.931	.963	.890	.939	.972	.910	.936	.903	.672	.595	.749	.906	.898	.903	.917	.681	.828	.728	.665	.504	.731	.808	.704	.683	.667	.667	.584	.483	.685	.050	.168	.307	.030	.401	.584	.664	.518	.215	.024	.313	.264	X	.475	.513	.503	.372	.066	.448	.564	.452	.811	.565	.394	.124	.593	.659	.500	.486	.127	.385	.382	.462	.268	.685	.213	.590	.441	.480	.796	.644	.000	.218	.270	.216	.176	.210	.574	.699	1.0	.195	.486	.630	.126	.631	.118	1.0	.709	1.0	.783	.035	.618	.289	.613	.559	.666	.393	.441	.749	.481	.482	.388	.528	.526		.650	.966	.924	.300	.438	.509	.528	.590	.946	.628	.481	.727	.845	.743	.600	.719	.485	.616	.323	.386	.260
37	deit_small_imagenet_full_seed-0 akgokce	.383	.360	.326	.240	.552	.741	.354	.757	.745	.808	.739	.986	.795	.185	.341	.028	.694	.687	.709	.686	.546	.678	.586	.209	.710	.622	.442	.736	.688	.521	.521	.555	.441	.669	.187	.288	.299	.278	.410	.558	.627	.506	.224	.135	.416	.222	X	.487	.502	.484	.364	.851	.406	.543	.242	.454	.308	.096	.061	.338	.410	.415	.371	.019	.460	.089	.084	.190	.335	.102	.131	.257	.519	.720	.527	.310	.184	.146	.182	.176	.231	.426	.264	.719	.141	.327	.882	.361	.077	.629	.046	.325	.475	.783	.254	.682	.207	.675	.669	.681	.448	.432	.750	.510	.484	.403	.596	.555		.639	.981	.777	.251	.219	.550	.569	.623	.971	.505	.605	.778	.868	.772	.544	.656	.512	.689	.260	.313	.206
37	resnet50_robust_l2_eps1 Nikhil Parthasarathy	.381	.369	.388	.370	.780	.860	.984	.837	.813	.836	.848	.908	.796	.853	.916	.789	.883	.783	.878	.986	.669	.683	.589	.808	.597	.853	.895	.665	.998	.806	.806	.534	.427	.640	.015	.257	.393	.121	.393	.588	.633	.481	.235	.028	.439	.328	X	.552	.542	.565	.455	.632	.392	.485	.124	.152	.113	.144	.055	.291	.206	.233	.088	.060	.082	.074	.075	.062	.231	.043	.163	.033	.548	.982	.662	.000	.262	.208	.216	.320	.304	.437	.046	.650	.317	.014	1.0	.073	.571	.335	1.0	.782	.510	.187	.249	.377	.503	.596	.651	.541	.180	.428	.671	.362	.242	.370	.353	.485	.165	.547	.959	.425	.332	.206	.637	.558	.608	.896	.269	.427	.644	.696	.634	.600	.634	.441	.323	.393	.485	.301
40	AdvProp_efficientnet-b6 Joel Dapello	.368	.316	.344	.281	.728	.923	.907	.930	.873	.878	.956	.994	.921	.596	.895	.297	.794	.735	.702	.946	.737	.857	.820	.862	.410	.732	.564	.836	.796	.670	.670	.641	.574	.708	.022	.183	.353	.013	.392	.587	.643	.483	.230	.015	.345	.309	X	.553	.555	.554	.343	.101	.421	.448	.324	.546	.179	.219	.139	.553	.656	.556	.336	.014	.221	.130	.187	.150	.610	.143	.463	.401	.770	.802	.599	.908	.289	.250	.126	.351	.430	.500	.520	1.0	.569	.361	.695	.361	.210	.951	.650	.545	.043	.187	.254	.657	.185	.294	.206	.383	.558	.587	.741	.563	.566	.505	.575	.605	.294	.709	.989	.840	.525	.600	.625	.656	.717	.977	.459	.568	.670	.875	.750	.650	.787	.650	.708	.627	.758	.497
40	Res2Net50_26w_4s Nikhil Parthasarathy	.372	.330	.366	.286	.713	.864	.911	.830	.693	.815	.913	.994	.896	.449	.529	.369	.921	.866	.953	.943	.624	.704	.642	.687	.462	.840	.605	.956	.960	.617	.617	.676	.575	.776	.101	.207	.314	.100	.400	.604	.642	.504	.236	.013	.348	.267	X	.531	.526	.523	.376	.211	.414	.479	.254	.491	.228	.218	.076	.350	.394	.383	.353	.040	.174	.177	.193	.177	.390	.119	.313	.243	.504	.649	.862	.000	.214	.218	.126	.238	.273	.475	.520	.589	.569	.199	.108	.641	.698	.214	.911	.294	.418	.050	1.000	.443	.354	.661	.630	.692	.371	.378	.748	.413	.334	.368	.473	.474		.560	.978	.829	.177	.194	.497	.536	.546	.964	.309	.431	.652	.780	.696	.506	.621	.354	.449	.170	.205	.136
40	antialiased-r50 Nikhil Parthasarathy	.369	.340	.347	.285	.746	.859	.995	.820	.862	.836	.852	.868	.782	.666	.731	.601	.873	.758	.878	.983	.726	.881	.814	.836	.371	.822	.651	.887	.927	.699	.699	.575	.472	.679	.009	.206	.322	.089	.398	.607	.655	.514	.212	.002	.409	.242	X	.545	.540	.495	.401	.640	.398	.488	.252	.574	.308	.182	.078	.318	.315	.290	.336	.020	.214	.134	.127	.195	.574	.115	.281	.224	.345	.663	.372	.000	.213	.187	.216	.227	.220	.496	.472	.640	.839	.110	.288	.361	.423	.608	.502	.951	.836	.027	.204	.682	.290	.688	.662	.715	.409	.425	.732	.396	.296	.355	.465	.468	.272	.553	.981	.805	.178	.138	.496	.547	.540	.952	.325	.464	.614	.729	.691	.525	.611	.379	.427	.174	.214	.133
40	cvt_cvt-21-224-in1k_4_LucyV4 LucyV4	.371	.324	.350	.220	.772	.939	.974	.971	.903	.900	.928	.963	.935	.735	.635	.834	.939	.935	.911	.972	.646	.767	.668	.665	.485	.692	.655	.782	.638	.870	.870	.584	.499	.669	.058	.200	.308	.092	.397	.559	.609	.496	.245	.074	.348	.188	X	.464	.512	.504	.391	.380	.419	.470	.378	.703	.460	.309	.168	.429	.519	.366	.554	.195	.368	.289	.228	.181	.618	.234	.311	.493	.438	.617	.696	.000	.175	.104	.126	.248	.220	.619	.935	1.0	.195	.593	.470	.728	.346	.184	.676	.979	.860	.638	.171	.883	.238	.408	.100	.716	.626	.427	.766	.530	.538	.416	.585	.581		.639	.986	.985	.202	.356	.477	.534	.573	.973	.664	.479	.761	.841	.738	.544	.654	.466	.621	.199	.238	.161
40	cvt_cvt-21-384-in1k_4_LucyV4 LucyV4	.373	.317	.338	.223	.773	.949	.960	.917	.921	.978	.927	.986	.954	.688	.528	.848	.897	.913	.868	.909	.713	.920	.741	.641	.550	.625	.635	.666	.575	.898	.898	.644	.543	.746	.019	.176	.295	.057	.426	.578	.625	.503	.265	.161	.328	.265	X	.459	.501	.496	.389	.184	.428	.478	.502	.727	.445	.372	.243	.464	.535	.432	.726	.200	.391	.734	.707	.338	.763	.293	.646	.515	.257	.204	.568	.000	.185	.125	.126	.238	.252	.538	.264	1.0	.691	.475	.845	.157	.517	.002	1.0	.435	.706	.282	.509	.657	.219	.585	.424	.746	.659	.410	.762	.510	.526	.390	.582	.541		.604	.983	.983	.175	.244	.469	.537	.546	.975	.567	.349	.761	.850	.727	.550	.604	.386	.568	.174	.211	.137
40	effnetb1_cutmixpatch_SAM_robust32_avge6e8e9e10_manylayers_324x288 Alexander Riedel	.366	.332	.379	.379	.757	.900	.720	.861	.961	.919	.915	.986	.937	.699	.771	.626	.661	.397	.720	.866	.714	.819	.845	.919	.271	.881	.686	.966	.992	.819	.819	.627	.532	.721	.000	.191	.356	.025	.409	.611	.638	.487	.204	.105	.351	.277	X	.560	.532	.503	.418	.166	.400	.623	.399	.491	.186	.294	.182	.783	.662	.569	.493	.056	.311	.383	.278	.646	.781	.157	.381	.137	.273	.251	.568	.000	.127	.177	.093	.134	.105	.414	.935	.293	.317	.011	.630	.529	.346	.087	.454	.149	.475	.961	.461	.141	.381	.526	.436	.616	.457	.275	.437	.147	.096	.120	.159	.213		.456	.866	.309	.245	.150	.499	.453	.438	.904	.209	.286	.558	.541	.865	.369	.514	.311	.242	.334	.453	.216
40	focalnet_tiny_lrf_in1k Nikhil Parthasarathy	.367	.325	.320	.233	.724	.920	.895	.875	.900	.964	.911	.993	.901	.582	.656	.509	.899	.865	.871	.962	.653	.797	.586	.569	.659	.858	.793	.864	.917	.597	.597	.558	.451	.665	.002	.192	.328	.056	.402	.592	.653	.490	.249	.028	.386	.193	X	.536	.521	.499	.336	.620	.408	.498	.450	.647	.506	.313	.144	.603	.646	.550	.610	.220	.436	.344	.317	.273	.822	.274	.346	.601	.282	.756	.089	.000	.226	.260	.250	.176	.220	.535	.179	1.0	.109	.655	.518	.728	.798	.389	1.0	.862	.379	.055	.820	X	.326	.321	.092	.550	.628	.524	.781	.568	.618	.455	.605	.591	.346	.680	.991	.988	.252	.388	.537	.592	.627	.973	.608	.505	.822	.905	.765	.662	.706	.551	.680	.247	.286	.209
40	resnet50-moclr8deg Nikhil Parthasarathy	.369	.331	.360	.242	.760	.882	.974	.850	.894	.808	.924	.906	.814	.826	.897	.754	.888	.766	.918	.982	.619	.659	.542	.678	.598	.872	.835	.785	.997	.686	.686	.545	.414	.676	.077	.196	.295	.097	.401	.569	.618	.487	.215	.115	.369	.265	X	.547	.545	.521	.416	.285	.407	.507	.267	.461	.403	.229	.090	.394	.453	.340	.332	.063	.187	.182	.159	.190	.395	.093	.295	.266	.553	.978	.680	.000	.147	.177	.182	.124	.105	.415	.353	.437	.691	.148	.882	.397	.104	.184	.337	1.0	.064	.470	.304	.443	.534	.319	-0.009	.648	.515	.389	.647	.358	.325	.271	.387	.449	.165	.572	.977	.936	.172	.219	.505	.534	.556	.957	.461	.469	.589	.730	.734	.469	.525	.321	.571	.201	.266	.137
40	resnet50_tutorial	.369	.310	.355	.278	.776	.893	.977	.855	.920	.908	.875	.898	.822	.836	.926	.747	.939	.904	.946	.968	.673	.783	.643	.680	.585	.842	.803	.857	.867	.634	.634	.613	.494	.732	.013	.153	.293	.014	.396	.602	.656	.510	.200	.008	.335	.210	X	.517	.527	.514	.362	.213	.429	.499	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194	.412	.901	.335	.000	.191	.229	.182	.176	.178	.497	.197	.261	.425	.060	.081	.662	.975	.248	1.0	1.0	.836	.075	.137	1.0	.488	.702	.736	.667	.407	.367	.718	.383	.284	.345	.453	.449		.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.214	.141
40	resnet_50_v2 Brain-Score Team	.366	.320	.394	.241	.702	.837	.983	.872	.631	.755	.881	.876	.862	.371	.462	.280	.929	.864	.970	.952	.626	.723	.651	.648	.482	.738	.511	.846	.858	.772	.772	.642	.530	.753	.238	.207	.295	.118	.375	.562	.623	.508	.175	.005	.304	.165	X	.510	.498	.450	.344	.158	.413	.560	.475	.738	.647	.383	.151	.491	.630	.541	.622	.100	.415	.448	.455	.413	.777	.242	.555	.458	.350	.336	.714	.000	.141	.114	.137	.196	.115	.407	.428	.579	.627	.134	.195	.152	.172	.159	.650	.267	.686	.867	.672	.116	.408	.448	.189	.707	.515	.393	.758	.431	.366	.348	.504	.505		.585	.966	.951	.205	.287	.425	.511	.494	.955	.405	.414	.653	.823	.840	.525	.656	.378	.455	.191	.222	.159
40	resnet_SIN_IN_FT_IN Simone Azeglio	.366	.332	.361	.291	.756	.883	.987	.832	.921	.913	.852	.897	.779	.834	.903	.765	.864	.768	.889	.935	.725	.765	.793	.906	.436	.714	.725	.722	.694	.677	.677	.595	.476	.714	.035	.240	.321	.159	.393	.596	.651	.510	.202	.005	.335	X	X	.532	.538	.472	.376	.428	.400	.499	.235	.464	.229	.228	.069	.432	.313	.313	.367	.060	.109	.079	.132	.150	.492	.114	.274	.162	.215	.412	.232	.000	.179	.218	.239	.145	.115	.510	.217	.877	.050	.882	.351	.802	.423	.048	.411	.662	.836	.230	.551	.800	.489	.757	.858	.657	.317	.428	.731	.404	.304	.366	.471	.473	.264	.571	.978	.823	.173	.188	.515	.573	.558	.948	.334	.460	.636	.755	.678	.494	.654	.450	.496	.169	.205	.133
40	resnext101_32x16d_wsl Martin Schrimpf	.370	.243	.111	.263	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.071	.217	.302	.133	.391	.587	.645	.512	.210		.252	X	X	.499	.497	.439	.328		.497	.509	.642	.696	.771	.595	.719	.731	.662	.726	.757	.294	.535	.431	.592	.391	.883	.539	.859	.731	.916	.903	.865	.982	.471	.603	.315	.558	.409																.387	.519	.346	.692	.534	.508	.851	.615	.587	.533	.670	.671		.722	.991	.973	.308	.762	.537	.569	.619	.984	.684	.555	.753	.902	.855	.637	.909	.547	.693	.351	.426	.277
52	AT_efficientnet-b2 Joel Dapello	.360	.320	.317	.248	.649	.690	.697	.625	.705	.633	.849	.795	.526	.515	.513	.517	.855	.792	.787	.987	.665	.833	.876	.613	.338	.688	.731	.782	.550	.620	.620	.511	.429	.593	.054	.236	.295	.178	.376	.563	.636	.482	.169	.031	.351	.348	X	.550	.556	.541	.383	.082	.400	.480	.283	.468	.200	.232	.163	.541	.501	.468	.338	.010	.165	.161	.186	.137	.553	.115	.315	.250	.433	.836	.463	.000	.259	.302	.205	.289	.241	.470	.322	1.0	.195	.361	.089	.033	.771	.389	.793	.862	.686	.187	.230	.657	.265	.457	.348	.565	.552	.494	.739	.508	.513	.431	.528	.562	.265	.643	.988	.864	.277	.469	.522	.566	.625	.968	.473	.526	.659	.796	.752	.550	.713	.566	.618	.314	.387	.241
52	convnext_base:clip_laiona_augreg_ft_in1k_384 Brain-Score Team	.359	.327	.326	.244	.707	.945	.963	.909	.925	.989	.950	.966	.911	.698	.590	.807	.908	.903	.846	.973	.681	.841	.680	.749	.452	.535	.529	.664	.413	.615	.615	.571	.452	.689	.027	.207	.307	.107	.382	.592	.615	.458	.224	.021	.393	.253	X	.528	.540	.495	.378	.554	.390	.528	.597	.422	.349	.686	1.0	.472	.555	.511	.256	.709	.516	.621	.586	.476	.966	.658	.750	.576	.616	.438	.713	.698	.564	.582	.465	.600	.609	.558	.573	1.0	.839	.296	.541	.437	.383	.848	.411	.068	.379	.961	.417	.657	.257					.405	.841	.149	.597					.750	.997	.990	.281	.863	.519	.556	.590	.993	.927	.557	.805	.936	.922	.637	.925	.561	.686	.285	.325	.244
52	convnext_femto_ols:d1_in1k Brain-Score Team	.357	.328	.349	.205	.676	.930	.974	.973	.866	.933	.826	1.0	.941	.931	.964	.899	.894	.827	.887	.969	.384	.379	.241	.570	.346	.717	.743	.557	.852	.470	.470	.402	.316	.489	.166	.170	.294	.047	.389	.588	.631	.485	.240	.000	.404	.326	X	.527	.519	.458	.322	.674	.386	.512	.445	.866	.503	.325	.158	.482	.588	.424	.633	.175	.379	.350	.378	.255	.767	.247	.409	.617	.276	.029	.798	.000	.131	.083	.137	.124	.178	.438	.632	.706	.145	.037	.195	1.0	.346	.335	.113	1.0	.141	.326	1.0	.155	.242	.610	.480	.741	.434	.384	.729	.420	.376	.340	.488	.477		.585	.972	.804	.201	.331	.439	.508	.469	.946	.544	.451	.713	.836	.704	.475	.637	.414	.507	.184	.213	.154
52	cvt_cvt-13-384-in1k_4_LucyV4 LucyV4	.362	.298	.333	.233	.746	.845	.972	.739	.931	.878	.760	.909	.725	.732	.800	.664	.930	.862	.961	.967	.761	.834	.877	.960	.374	.678	.818	.644	.571	.698	.698	.577	.443	.711	.020	.166	.306	.026	.391	.576	.623	.500	.244	.010	.304	.238	X	.465	.509	.499	.405	.011	.426	.505	.536	.670	.431	.441	.160	.551	.582	.494	.818	.305	.492	.596	.713	.343	.900	.331	.678	.614	.518	.333	.539	.683	.157	.146	.137	.145	.199	.496	.520	1.0	.120	.199	.845	.583	1.0	.006	.276	1.0	.262	.138	.342	.657	.198	.494	.255	.732	.501	.420	.774	.511	.504	.404	.588	.546		.619	.983	.968	.209	.312	.481	.550	.596	.984	.564	.398	.717	.823	.742	.506	.675	.481	.542	.195	.226	.163
52	efficientnet_b0 dsuseendar	.363	.322	.350	.247	.738	.801	.893	.874	.816	.604	.762	.884	.775	.803	.878	.728	.852	.831	.788	.935	.646	.784	.582	.669	.548	.667	.521	.787	.691	.840	.840	.555	.423	.687	.067	.202	.285	.119	.387	.566	.636	.487	.233	.011	.350	.289	X	.527	.539	.500	.354	.242	.403	.492	.319	.684	.219	.346	.106	.583	.538	.444	.507	.054	.152	.154	.181	.165	.544	.132	.369	.249	.495	.983	.503	.000	.120	.104	.126	.134	.115	.550	.239	1.0	.177	.081	.237	.086	.771	.730	.911	.709	.757	.576	.672	.753	.342	.440	.197	.683	.463	.445	.733	.426	.362	.371	.489	.480	.270	.594	.975	.904	.209	.362	.499	.555	.606	.959	.373	.444	.595	.743	.736	.531	.636	.475	.499	.203	.240	.166
52	resnet50-SIN_IN Brain-Score Team	.357	.332	.375	.282	.706	.850	1.0	.814	.685	.719	.927	.940	.867	.506	.623	.388	.901	.827	.932	.943	.606	.694	.631	.609	.491	.818	.626	.922	.907	.600	.600	.659	.550	.769	.137	.181	.324	.038	.392	.599	.648	.506	.204	.004	.381	.255	X	.552	.547	.507	.379	.431	.381	.541	.213	.344	.193	.272	.115	.355	.258	.356	.291	.042	.129	.091	.063	.119	.388	.101	.389	.116	.596	.986	.801	.000	.197	.208	.205	.176	.199	.336	.121	.352	.606	.017	.073	.071	.591	.298	1.0	.164	.078	.255	.417	.657	.329	.541	.473	.610	.293	.467	.746	.442	.389	.384	.487	.508	.239	.627	.977	.871	.258	.219	.546	.589	.619	.927	.366	.484	.664	.798	.645	.556	.730	.910	.496	.283	.347	.219
52	resnet_50_v1 Brain-Score Team	.362	.326	.355	.278	.776	.894	.979	.856	.921	.908	.875	.897	.824	.836	.925	.747	.939	.904	.945	.969	.673	.782	.643	.680	.587	.841	.805	.856	.863	.633	.633	.614	.496	.733	.013	.190	.320	.061	.396	.602	.656	.510	.200	.008	.363	.243	X	.539	.536	.480	.378	.366	.397	.528	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194	.412	.901	.335	.000	.191	.229	.182	.176	.178	.388	.430	.968	.215	.025	.034	.203	.324	.335	.650	.480	1.0	.033	.409	.329	.288	.802	.928	.676	.331	.367	.718	.383	.284	.345	.453	.449		.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.214	.141
59	AdvProp_efficientnet-b2 Joel Dapello	.354	.318	.317	.247	.650	.691	.695	.627	.707	.635	.852	.795	.525	.516	.512	.519	.854	.792	.784	.985	.666	.835	.878	.611	.339	.687	.732	.779	.549	.625	.625	.512	.428	.596	.054	.228	.278	.178	.379	.565	.638	.478	.183	.031	.347	.348	X	.552	.555	.532	.360	.082	.391	.410	.283	.468	.200	.232	.163	.541	.501	.468	.338	.010	.165	.161	.186	.137	.553	.115	.315	.250	.433	.836	.463	.000	.259	.302	.205	.289	.241	.470	.322	1.0	.195	.361	.089	.033	.771	.389	.793	.862	.686	.187	.230	.657	.265	.457	.348	.565	.552	.494	.739	.508	.513	.431	.528	.562	.265	.643	.988	.864	.277	.469	.522	.566	.625	.968	.473	.526	.659	.796	.752	.550	.713	.566	.618	.314	.387	.241
59	AdvProp_efficientnet-b4 Joel Dapello	.349	.308	.313	.243	.681	.834	.780	.858	.886	.822	.861	.880	.754	.568	.635	.502	.768	.762	.889	.654	.684	.816	.824	.820	.276	.806	.707	.728	.985	.505	.505	.604	.479	.729	.014	.170	.330	.009	.393	.579	.663	.502	.212	.007	.358	.358	X	.559	.556	.538	.355	.144	.390	.408	.315	.450	.155	.213	.107	.619	.559	.597	.353	.083	.258	.250	.189	.115	.521	.138	.443	.309	.543	.834	.793	.000	.293	.302	.171	.289	.409	.534	.696	1.0	.385	.882	.028	.203	.771	.335	.056	.951	.115	.783	.621	.657	.228	.354	.247	.461	.448	.549	.718	.533	.548	.463	.540	.580	.265	.681	.981	.795	.444	.600	.603	.620	.683	.973	.503	.540	.678	.834	.719	.606	.736	.599	.656	.548	.680	.415
59	effnetb1_cutmix_augmix_sam_e1_5avg_424x377 Alexander Riedel	.348	.316	.324	.242	.722	.892	.928	.817	.933	.889	.915	.956	.805	.754	.855	.652	.779	.694	.722	.922	.694	.864	.841	.798	.273	.758	.783	.828	.664	.610	.610	.565	.459	.671	.009	.212	.291	.133	.401	.605	.650	.487	.252	.010	.327	.214	X	.556	.535	.448	.364	.173	.381	.664	.241	.370	.143	.133	.139	.296	.379	.416	.532	.142	.125	.179	.116	.500	.262	.124	.191	.043	.395	.411	.775	.000	.148	.125	.081	.186	.199																.416	.616	.498	.734	.566	.287	.583	.066	.110	.154				.544	.945	.718	.214	.325	.409	.481	.515	.946	.463	.299	.666	.727	.930	.356	.596	.343	.324	.243	.309	.177
59	resnet50-SIN Brain-Score Team	.354	.350	.357	.300	.770	.842	.921	.792	.870	.859	.813	.896	.741	.906	.963	.848	.898	.784	.942	.968	.664	.823	.718	.645	.468	.891	.782	.898	.995	.574	.574	.614	.507	.720	.002	.233	.333	.133	.381	.580	.612	.477	.200	.039	.429	.289	X	.534	.542	.484	.386	.765	.359	.448	.107	.111	.085	.144	.062	.243	.134	.256	.048	.049	.064	.048	.040	.055	.245	.022	.187	.023	.924	.970	.803	1.0	.245	.322	.337	.155	.168	.323	.291	.293	.691	.134	.073	.397	.324	.164	.062	.358	.255	.255	1.0	.222	.254	.425	.371	.479	.142	.490	.602	.384	.344	.297	.436	.458	.132	.673	.922	.856	.524	.469	.627	.683	.692	.834	.706	.311	.661	.807	.528	.506	.765	.910	.632	.660	.814	.506
59	resnet50-SIN_IN_IN Brain-Score Team	.351	.342	.347	.275	.758	.868	.927	.813	.923	.891	.841	.878	.800	.848	.931	.765	.925	.844	.956	.976	.665	.815	.663	.648	.535	.808	.759	.838	.827	.607	.607	.586	.466	.706	.008	.240	.321	.159	.393	.596	.651	.510	.202	.005	.386	.239	X	.545	.539	.514	.411	.454	.360	.523	.235	.464	.229	.228	.069	.432	.313	.313	.367	.060	.109	.079	.132	.150	.492	.114	.274	.162	.215	.412	.232	.000	.179	.218	.239	.145	.115	.447	.353	.877	.195	.180	.108	.410	.313	.451	.554	1.0	.510	.018	.370	.917	.272	.727	.785	.669	.284	.435	.767	.404	.304	.366	.471	.473	.264	.571	.978	.823	.173	.188	.515	.573	.558	.948	.334	.460	.636	.755	.678	.494	.654	.450	.496	.169	.205	.133
59	resnet_50_v1_spiking Brain-Score Team	.351	.326	.355	.278	.776	.893	.978	.854	.919	.908	.877	.897	.823	.836	.924	.747	.939	.905	.943	.968	.672	.780	.643	.682	.586	.840	.803	.853	.863	.634	.634	.616	.497	.735	.013	.190	.320	.061	.396	.602	.656	.510	.200	.008	.363	.243	X	.539	.536	.480	.378	.366	.375	.478	.241	.448	.190	.237	.035	.413	.297	.295	.351	.026	.190	.134	.181	.172	.551	.127	.233	.209	.221	.528	.135	.000	.189	.187	.182	.196	.189	.470	.264	.352	.177	.486	.932	.044	.571	.102	.588	1.0	.686	.383	.025	.975	.210	.811	.955	.667	.383	.356	.694	.363	.265	.324	.432	.432		.542	.956	.795	.177	.138	.517	.534	.567	.934	.339	.432	.597	.698	.635	.512	.594	.375	.420	.183	.223	.142
59	shufflenet_v2_x1_0 ernestoBocini	.355	.331	.336	.235	.658	.805	.880	.740	.896	.833	.782	.848	.658	.432	.361	.504	.864	.943	.772	.877	.738	.705	.725	.923	.598	.661	.721	.729	.534	.535	.535	.570	.458	.682	.114	.208	.295	.121	.380	.556	.602	.463	.189	.090	.401	.385	X	.554	.533	.491	.392	.455	.379	.500	.080	.130	.006	.123	.069	.222	.158	.168	.107	.004	.060	.016	.015	.074	.083	.046	.046	.034	.488	.264	.220	.982	.194	.114	.171	.279	.210	.443	1.0	.396	.195	.081	.073	.152	.517	.819	.967	.583	.171	.255	.686	.310	.379	.786	.917	.656	.165	.356	.643	.272	.125	.282	.350	.332	.182	.498	.936	.641	.182	.100	.514	.559	.550	.880	.325	.388	.592	.598	.583	.394	.546	.386	.284	.186	.226	.145
59	vit_tiny_r_s16_p8_384:augreg_in21k_ft_in1k Brain-Score Team	.355	.288	.270	.278	.506	.904	.719	.911	.906	.911	.913	.994	.973	.661	.479	.844	.388	.114	.269	.780	.559	.714	.669	.653	.198	.548	.245	.584	.814	.104	.104	.380	.343	.418	.026	.167	.298	.036	.375	.571	.616	.469	.198	.022	.338	.286	X	.483	.512	.505	.351	.230	.422	.511	.283	.488	.481	.271	.077	.424	.365	.429	.356	.038	.180	.222	.164	.213	.469	.119	.317	.196	.412	.412	.824	.000	.117	.125	.126	.103	.115	.636	.770	.877	1.0	.655	.541	.883	.141	.009	1.0	.395	.461	.638	1.0	.539	.469	.649	.553	.745	.300	.379	.715	.427	.388	.364	.455	.501		.580	.977	.955	.182	.237	.477	.516	.565	.932	.480	.415	.645	.730	.702	.519	.601	.445	.481	.174	.213	.136
59	voneresnet-50-non_stochastic Tiago Marques	.347	.346	.380	.387	.751	.862	.991	.759	.772	.878	.920	.999	.712	.516	.647	.384	.885	.924	.912	.819	.788	.783	.912	.732	.726	.924	.872	.929	.970	.377	.377	.904	.911	.898	.002	.217	.326	.107	.388	.584	.632	.487	.233	.006	.398	.337	X	.543	.535	.517	.394	.459	.348	.530	.219	.361	.140	.204	.084	.417	.286	.391	.231	-0.030	.209	.059	.108	.130	.602	.097	.301	.132	.054	.161	.000	.000	.175	.156	.160	.165	.220	.465	1.0	.952	.237	.010	.050	.246	.798	.184	.718	.199	.686	.383	.609	.443	.368	.577	.529	.625	.398	.419	.702	.403	.332	.357	.429	.495	.232	.547	.972	.776	.198	.125	.519	.509	.523	.941	.295	.449	.595	.695	.678	.506	.645	.395	.479	.212	.264	.160
68	AdvProp_efficientnet-b7 Joel Dapello	.344	.307	.336	.275	.733	.876	.951	.884	.849	.870	.895	.862	.819	.637	.826	.448	.921	.875	.955	.933	.719	.824	.789	.859	.403	.786	.749	.809	.800	.605	.605	.589	.490	.688	.000	.171	.341	.000	.385	.581	.640	.482	.218	.004	.338	.281	X	.547	.562	.552	.351	.075	.381	.445	.305	.521	.139	.238	.092	.646	.578	.505	.434	.053	.203	.168	.190	.123	.497	.116	.427	.260	.695	.788	.929	.367	.360	.291	.272	.445	.430	.501	.198	1.0	.569	.037	.845	.583	.722	.056	.168	.888	.563	.055	.672	.657	.142				.597	.590	.751	.578	.582	.516	.597	.617	.297	.713	.992	.796	.522	.662	.618	.634	.715	.986	.480	.544	.723	.891	.764	.625	.795	.654	.724	.612	.729	.495
68	BiT-S-R50x1 Violet Xiang	.336	.331	.310	.225	.696	.922	.957	.973	.883	.842	.954	.949	.895	.709	.830	.588	.901	.830	.897	.976	.662	.877	.611	.484	.676	.834	.698	.839	.964	.164	.164	.677	.574	.780	.011	.228	.285	.172	.390	.555	.617	.438	.206	.134	.394	.327	X	.533	.521	.425	.339	.613	.341	.435	.160	.269	.158	.173	.076	.208	.256	.241	.225	.028	.100	.016	.037	.089	.394	.102	.218	.121	.252	.336	.418	.000	.154	.114	.115	.207	.178	.530	1.0	1.0	.385	.199	.470	.223	.571	.184	.532	.888	.475	.576	.499	.417	.286	.427	.195	.660	.482	.427	.708	.411	.355	.343	.442	.506	.224	.573	.975	.899	.209	.244	.451	.516	.550	.945	.411	.440	.648	.773	.701	.550	.562	.401	.469	.221	.271	.170
68	convnext_tiny_sup Nikhil Parthasarathy	.340	.303	.311	.217	.702	.885	.784	.885	.935	.915	.865	.986	.829	.842	.837	.847	.829	.705	.848	.933	.715	.770	.710	.901	.479	.560	.731	.331	.618	.509	.509	.571	.449	.693	.013	.192	.320	.063	.387	.577	.631	.481	.237	.006	.324	.263	X	.535	.537	.443	.315	.173	.377	.488	.224	.254	.478	.112	.100	.161	.223	.138	.269	.226	.260	.101	.089	.161	.763	.198	.080	.188	.385	.583	.572	.000	.156	.135	.216	.145	.126	.527	.931	1.0	.195	.243	.060	.270	1.0	.608	.265	.709	.621	.075	.562	.831	.344	.373	.062	.684	.519	.502	.780	.510	.454	.433	.594	.560	.365	.664	.989	.989	.209	.319	.562	.600	.625	.973	.650	.516	.770	.875	.891	.562	.660	.559	.540	.191	.217	.166
68	efficientnet_b2_imagenet_full akgokce	.342	.337	.358	.262	.629	.756	.839	.550	.914	.835	.647	.889	.619	.734	.833	.635	.753	.628	.738	.891	.616	.516	.677	.913	.359	.802	.686	.907	.814	.311	.311	.430	.321	.539	.185	.172	.300	.044	.434	.597	.653	.488	.266	.164	.382	.257	X	.546	.553	.501	.359	.461	.347	.506	.184	.429	.166	.144	.091	.383	.359	.353	.249	.002	.140	.054	.050	.167	.214	.117	.202	.006	.237	.433	.278	.000	.154	.104	.137	.186	.189	.443	.353	1.0	.261	.148	.215	.020	.346	.159	.436	.862	.563	.707	.672	.460	.396	.628	.508	.748	.229	.353	.697	.368	.309	.306	.421	.435		.546	.967	.709	.171	.269	.490	.536	.521	.925	.362	.393	.609	.720	.723	.431	.606	.455	.393	.155	.180	.130
68	grcnn_109 Simone Azeglio	.345	.346	.366	.278	.762	.913	.933	.902	.934	.964	.872	.913	.870	.579	.731	.427	.934	.902	.936	.964	.666	.812	.666	.677	.511	.875	.837	.864	.924	.707	.707	.660	.583	.737	.059	.264	.328	.200	.423	.565	.626	.478	.229	.215	.331		X	.470	.527	.486	.372	.462	.344	.521	.274	.474	.220	.208	.068	.333	.454	.397	.462	.015	.252	.148	.201	.194	.578	.120	.370	.156	.081	.236	.006	.000	.278	.312	.216	.300	.283	.389	.845	.877	.425	.134	.160	.167	.423	.075	.062	.325	.418	.102	.609	.831	.356	.426	.227	.625	.425	.376	.745	.320	.374	.392		.516		.603	.972	.843	.204	.506	.542	.580	.581	.964	.400	.486	.661	.786	.691	.519	.641	.398	.480	.211	.258	.164
68	nasnet_mobile Brain-Score Team	.342	.342	.363	.282	.772	.795	.911	.654	.940	.831	.734	.839	.657	.955	.972	.938	.903	.806	.939	.964	.750	.784	.762	.895	.559	.800	.801	.906	.694	.640	.640	.560	.452	.669	.034	.243	.280	.206	.393	.585	.630	.507	.206	.038	.368	.248	X	.551	.541	.515	.410	.310	.341	.496	.198	.286	.237	.190	.092	.335	.250	.312	.306	.043	.133	.051	.032	.143	.418	.097	.255	.179	.363	.417	.671	.000	.183	.177	.171	.196	.189	.492	.291	.430	.516	.099	.800	.942	.942	.137	.612	.435	.289	.282	.836	.281	.191	.553	.438	.667	.256	.380	.706	.400	.353	.301	.444	.502		.557	.963	.853	.221	.225	.471	.489	.512	.938	.394	.446	.566	.670	.684	.525	.594	.415	.507	.234	.289	.180
68	resnet101_imagenet_full akgokce	.344	.321	.317	.277	.657	.830	.968	.826	.661	.730	.857	.941	.829	.370	.496	.245	.867	.778	.888	.936	.611	.652	.572	.677	.542	.782	.498	.911	.936	.527	.527	.609	.489	.729	.017	.180	.272	.087	.406	.599	.636	.509	.252	.036	.381	.274	X	.527	.532	.487	.341	.504	.366	.513	.306	.653	.171	.242	.074	.412	.433	.377	.528	.043	.165	.250	.221	.250	.681	.163	.405	.131	.346	.550	.487	.000	.156	.239	.115	.145	.126	.457	1.0	.483	1.0	.055	.596	.223	.217	.056	.023	.199	.510	.667	.924	.443	.316	.508	.362	.654	.329	.235		.415	.364	.361	.447	.485		.558	.975	.767	.189	.294	.502	.528	.498	.961	.369	.414	.622	.757	.701	.487	.609	.331	.476	.200	.249	.152
68	resnet50_imagenet_full akgokce	.342	.316	.315	.243	.656	.818	.933	.760	.899	.865	.698	.826	.741	.243	.331	.156	.848	.780	.835	.929	.719	.795	.784	.793	.503	.734	.486	.841	.876	.596	.596	.633	.545	.721	.047	.186	.298	.074	.380	.575	.635	.476	.192	.022	.384	.317	X	.541	.541	.524	.384	.380	.368	.520	.314	.585	.335	.244	.084	.443	.448	.318	.531	.045	.213	.320	.216	.204	.646	.155	.438	.105	.573	.791	.929	.000	.171	.229	.182	.124	.147	.403	.179	.862	.549	.148	.470	.777	.484	.248	.612	.242	.189	.092	.370	.417	.318	.330		.659	.316	.143								.536	.972	.738	.182	.263	.464	.498	.452	.950	.336	.411	.606	.718	.689	.438	.614	.351	.430	.178	.217	.139
68	resnet50_robust_l2_eps3 Nikhil Parthasarathy	.340	.364	.399	.392	.775	.847	.949	.812	.796	.865	.886	.839	.783	.764	.792	.736	.863	.789	.832	.968	.661	.782	.634	.700	.527	.842	.876	.653	.999	.817	.817	.629	.546	.712	.029	.272	.402	.141	.372	.564	.612	.476	.190	.018	.413	.336	X	.520	.520	.585	.423	.509	.317	.456	.102	.104	.113	.131	.055	.242	.226	.219	.034	.055	.103	.029	.062	.058	.149	.030	.084	.038	.470	.960	.448	.000	.201	.104	.149	.269	.283	.352	.068	1.0	.569	.008	.572	.064	.115	.102	.152	.325	.563	.638	.378	.377	.476	.368	.341	.395	.110	.397	.533	.300	.228	.312	.269	.391	.089	.522	.902	.302	.459	.281	.625	.539	.596	.839	.261	.454	.606	.609	.523	.600	.604	.407	.269	.543	.654	.432
77	BiT-S-R101x1 Violet Xiang	.334	.327	.349	.273	.700	.845	.959	.736	.914	.919	.816	.894	.678	.718	.815	.621	.852	.756	.951	.848	.690	.751	.700	.813	.496	.796	.741	.847	.800	.438	.438	.561	.426	.696	.075	.190	.308	.072	.373	.572	.617	.432	.196	.049	.393	.360	X	.499	.486	.386	.315	.705	.341	.449	.137	.182	.181	.177	.055	.188	.191	.154	.289	.023	.044	.057	.035	.085	.286	.057	.194	.134	.436	.751	.558	.000	.170	.125	.160	.124	.273	.456	.428	1.0	.013	.220	.470	1.0	.313	.041	.718	.709	.189	.638	.025	.618	.255	.443	.270	.617	.379	.437	.720	.433	.379	.375	.448	.528	.241	.584	.978	.873	.206	.312	.476	.552	.596	.939	.405	.440	.650	.777	.718	.487	.583	.409	.530	.208	.253	.163
77	antialias-resnet152 Nikhil Parthasarathy	.325	.317	.344	.262	.765	.869	.977	.873	.794	.806	.914	.893	.827	.611	.724	.498	.881	.752	.916	.975	.737	.823	.838	.907	.378	.847	.665	.887	.990	.816	.816	.596	.504	.687	.005	.243	.331	.155	.389	.596	.634	.485	.227	.004	.292	X	X	.522	.525	.506	.346	.149	.333	.490	.356	.512	.370	.253	.132	.524	.515	.470	.566	.064	.326	.202	.289	.282	.615	.159	.467	.309	.117	.350	X		.229	.229	.261	.248	.178																.464	.696	.753	.638	.312	.465	.758	.440	.317	.413	.518	.515	.309	.596	.984	.880	.204	.212	.521	.570	.571	.964	.300	.519	.648	.793	.736	.556	.695	.440	.540	.219	.275	.163
77	efficientnet_b0_imagenet_full akgokce	.328	.297	.307	.241	.681	.781	.918	.756	.888	.693	.702	.828	.687	.833	.827	.839	.720	.613	.626	.921	.663	.643	.679	.890	.441	.629	.798	.491	.600	.645	.645	.492	.381	.604	X	.157	.304	.010	.381	.581	.637	.473	.166	.050	.341	.327	X	.541	.552	.513	.354	.099	.359	.488	.144	.320	.069	.134	.091	.217	.224	.221	.240	.015	.096	.019	.031	.129	.357	.125	.120	.035	.441	.494	.464	.367	.209	.177	.137	.227	.294	.364	.264	.877	.252	.018	.041	.184	1.0	.102	.069	1.0	.209	.424	.281	.377	.399	.590	.453	.727	.236	.344	.681	.313	.228	.267	.369	.390		.531	.947	.654	.198	.325	.486	.473	.502	.905	.427	.407	.553	.657	.673	.444	.562	.427	.383	.194	.233	.155
77	imagenet_l2_3_0 Guy Gaziv	.330	.343	.397	.385	.771	.849	.960	.855	.757	.799	.888	.871	.810	.873	.908	.838	.849	.752	.819	.975	.633	.748	.594	.662	.530	.819	.829	.643	.984	.790	.790	.587	.515	.659	.033	.248	.380	.117	.371	.562	.614	.475	.184	.021	.358	.308	X	.492	.495	.521	.360	.330	.317	.456	.102	.104	.113	.131	.055	.242	.226	.219	.034	.055	.103	.029	.062	.058	.149	.030	.084	.038	.470	.960	.448	.000	.201	.104	.149	.269	.283	.352	.068	1.0	.569	.008	.572	.064	.115	.102	.152	.325	.563	.638	.378	.377	.476	.368	.341	.395	.110	.397	.533	.300	.228	.312	.269	.391	.089	.522	.902	.302	.459	.281	.625	.539	.596	.839	.261	.454	.606	.609	.523	.600	.604	.407	.269	.543	.654	.432
77	inception_v1 Brain-Score Team	.329	.328	.377	.264	.742	.901	.989	.938	.785	.924	.849	.893	.926	.439	.489	.389	.844	.705	.912	.914	.837	.981	.885	.918	.564	.892	.862	.845	.969	.737	.737	.546	.547	.545	.124	.181	.294	.067	.397	.583	.602	.474	.252	.075	.356	.232	X	.483	.513	.478	.395	.393	.331	.532	.184	.300	.074	.167	.099	.324	.235	.278	.312	.036	.109	.055	.100	.123	.451	.095	.298	.080	.289	.021	.844	.000	.159	.125	.137	.165	.210	.437	.031	.589	.041	.030	.041	.641	.591	.389	.911	.805	.171	.906	.836	.141	.224	.510	.351	.669	.311	.347	.662	.308	.282	.216	.350	.383		.518	.930	.585	.249	.219	.482	.473	.510	.912	.389	.374	.597	.684	.622	.431	.574	.383	.396	.248	.289	.207
77	inception_v3 Brain-Score Team	.330	.300	.321	.238	.681	.905	.976	.863	.929	.935	.851	.937	.845	.830	.874	.785	.826	.724	.815	.938	.625	.769	.646	.604	.481	.725	.601	.825	.749	.392	.392	.464	.403	.525	.043	.169	.306	.033	.387	.586	.622	.476	.219	.035	.324	.237	X	.541	.520	.437	.334	.201	.359	.503	.357	.689	.351	.345	.124	.341	.458	.388	.558	.143	.260	.267	.280	.273	.610	.207	.405	.377	.330	.221	.770	.000	.175	.156	.126	.217	.199	.451	.291	.862	.089	.110	.318	.184	.383	.015	.747	.730	.461	.818	.621	.682	.117	.506	.324	.688	.430	.396	.735	.423	.412	.307	.472	.501		.576	.973	.766	.241	.275	.446	.495	.542	.973	.434	.438	.623	.791	.705	.500	.645	.425	.515	.247	.297	.197
77	resnet-50-robust Joel Dapello	.330	.344	.473	.378	.810	.866	.988	.838	.843	.888	.801	.907	.800	.791	.831	.752	.874	.822	.814	.986	.756	.835	.863	.913	.412	.816	.852	.596	1.0	.840	.840	.727	.683	.771	.230	.198	.365	.031	.380	.537	.552	.447	.211	.153	.325	.262	X	.486	.507	.560	.379	.084	.317	.515	.102	.104	.113	.131	.055	.242	.226	.219	.034	.055	.103	.029	.062	.058	.149	.030	.084	.038	.470	.960	.448	.000	.201	.104	.149	.269	.283	.380	.472	.218	.516	.025	.630	.064	.383	.137	.825	.164	.231	.102	.551	1.0	.352	.371	.305	.437	.143	.397	.533	.300	.228	.312	.269	.391	.089	.522	.902	.302	.459	.281	.625	.539	.596	.839	.261	.454	.606	.609	.523	.600	.604	.407	.269	.543	.654	.432
77	resnet50-sup Nikhil Parthasarathy	.333	.326	.355	.278	.775	.894	.980	.856	.921	.908	.874	.897	.821	.837	.927	.748	.939	.902	.945	.968	.674	.780	.644	.684	.588	.838	.803	.852	.861	.632	.632	.614	.495	.732	.013	.190	.320	.061	.396	.602	.656	.510	.200	.008	.363	.243	X	.539	.536	.480	.378	.366	.339	.528	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194	.412	.901	.335	.000	.191	.229	.182	.176	.178	.388	.430	.968	.215	.025	.034	.203	.324	.335	.650	.480	1.0	.033	.409	.329	.288	.338		.676	.331	.419	.722	.378	.262	.346	.456	.450	.257	.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.214	.141
77	resnet_50_v1_spiking_l4a Brain-Score Team	.326	.319	.355	.278	.775	.894	.978	.855	.918	.907	.876	.896	.824	.836	.925	.747	.940	.904	.947	.968	.672	.777	.640	.683	.588	.840	.803	.851	.865	.632	.632	.614	.492	.736	.013	.190	.320	.061	.396	.602	.656	.510	.200	.008	.335	.210	X	.517	.527	.514	.362	.213	.332	.503	.083	.143	.033	.081	.039	.098	.061	.089	.144	.074	.108	.018	.012	.116	.287	.063	.005	.034	.104	.216	.096	.000	.144	.229	.160	.114	.073	.523	.264	.579	.109	.037	.120	.529	.852	.524	.588	1.0	.923	.638	.499	.657	.155	.754	.821	.687	.392	.313	.641	.329	.227	.306	.386	.398		.456	.917	.680	.154	.106	.444	.441	.404	.825	.269	.395	.505	.554	.574	.369	.531	.241	.340	.138	.166	.111
86	AdvProp_efficientnet-b8 Joel Dapello	.324	.309	.334	.287	.715	.939	.946	.915	.931	.965	.928	.989	.900	.681	.887	.476	.793	.716	.704	.960	.648	.779	.684	.743	.386	.842	.685	.842	.998	.547	.547	.553	.465	.641	.001	.175	.340	.010	.389	.573	.647	.480	.202	.042	.340	.328	X	.540	.554	.548	.315	.093	.338	.433	.174	.263	.079	.159	.069	.349	.350	.319	.230	.064	.123	.125	.073	.061	.147	.068	.303	.180	.613	.982	.858	.000	.308	.229	.149	.455	.399	.547	.634	1.0	.468	.110	.845	.223	.798	.087	1.0	.979	.141	.153	.562	.657	.132				.497	.526	.630	.461	.470	.416	.449	.511	.221	.627	.944	.599	.544	.575	.595	.594	.662	.929	.339	.485	.559	.725	.627	.537	.740	.595	.613	.692	.858	.527
86	ReAlnet01_ALL Brain-Score Team	.318	.326	.351	.295	.702	.869	.978	.788	.663	.919	.933	.999	.802	.521	.652	.389	.813	.718	.789	.931	.675	.838	.795	.737	.332	.767	.546	.916	.839	.605	.605	.665	.607	.723	.057	.123	.218	.029	.397	.589	.646	.495	.238	.017	.433	.380	.232	.544	.538	.498	.387	.452	.310	.579	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.482	.353	.877	.237	.148	.261	1.0	.077	.706	.502	.643	.064	.208	.924	.753	.327	.860	1.0	.688	.228	.141	.703	X						X																		X
86	ReAlnet04 Brain-Score Team	.318	.294	.351	.300	.696	.879	.971	.871	.684	.934	.838	.999	.857	.504	.622	.387	.807	.727	.771	.922	.662	.814	.776	.757	.301	.764	.525	.925	.841	.579	.579	.675	.627	.724	.056	.143	.246	.040	.347	.514	.569	.448	.157	.050	.334	.382	X	.502	.489	.374	.281	.308	.343	.527	.194	.342	.144	.204	.083	.334	.342	.285	.246	.004	.156	.094	.118	.124	.369	.082	.300	.071	.252	.038	.717	.000	.226	.239	.216	.217	.231	.411	.046	.358	.811	.067	.132	.397	.127	1.0	.825	.016	.155	.208	1.000	.618	.358	.696	.738	.653	.079	.324	.648	.298	.204	.264	.343	.381		.520	.931	.706	.172	.225	.460	.453	.473	.886	.383	.395	.567	.648	.668	.525	.644	.355	.345	.156	.185	.128
86	ReAlnet07 Brain-Score Team	.317	.296	.355	.301	.707	.874	.964	.857	.688	.921	.842	.999	.847	.499	.610	.387	.836	.757	.814	.936	.680	.860	.804	.746	.311	.770	.544	.926	.840	.572	.572	.717	.676	.759	.056	.139	.246	.032	.357	.523	.577	.450	.165	.069	.333	.355	X	.507	.491	.376	.287	.318	.339	.549	.178	.316	.107	.153	.084	.329	.298	.281	.212	.050	.127	.129	.091	.095	.373	.070	.267	.048	.165	.000	.494	.000	.221	.229	.216	.196	.241	.335	.217	.358	.385	.017	.318	.777	.698	.075	.482	.042	.255	.208	.609	.245	.347	.760	.873	.647	.154	.319	.644	.294	.209	.255	.340	.370		.508	.938	.584	.166	.275	.460	.464	.463	.880	.392	.356	.553	.613	.666	.519	.634	.366	.301	.150	.178	.122
86	ReAlnet08 Brain-Score Team	.318	.297	.353	.301	.699	.875	.960	.857	.688	.944	.828	1.000	.850	.496	.604	.389	.819	.734	.800	.924	.670	.834	.794	.755	.297	.770	.541	.931	.840	.567	.567	.697	.653	.741	.060	.144	.250	.038	.360	.524	.579	.459	.169	.070	.332	.346	X	.506	.490	.372	.301	.309	.339	.541	.176	.328	.135	.173	.091	.324	.278	.274	.195	.047	.126	.090	.115	.092	.314	.069	.271	.068	.154	.000	.462	.000	.208	.177	.216	.196	.241	.451	.075	.483	.627	.067	.073	.397	.383	.848	1.0	.046	.127	.187	1.0	1.0	.342	.730	.813	.647	.113	.320	.644	.293	.201	.259	.337	.375		.508	.927	.624	.167	.219	.468	.469	.469	.882	.380	.380	.550	.621	.665	.519	.626	.359	.316	.153	.183	.124
86	ReAlnet10 Brain-Score Team	.323	.299	.354	.299	.701	.871	.975	.852	.678	.915	.834	.999	.843	.498	.607	.389	.811	.715	.779	.938	.663	.847	.776	.743	.288	.763	.521	.925	.845	.585	.585	.714	.662	.766	.063	.144	.249	.040	.361	.526	.583	.455	.177	.065	.337	.368	X	.508	.493	.373	.282	.336	.347	.555	.170	.290	.097	.179	.092	.297	.279	.290	.209	.046	.112	.094	.083	.116	.364	.067	.263	.011	.194	.015	.567	.000	.203	.187	.239	.196	.189	.475	.147	.877	.762	.037	.426	1.0	.172	.706	1.0	.051	.209	.138	.370	.753	.338	.739	.832	.646	.101	.318	.641	.288	.199	.256	.330	.369		.507	.925	.595	.167	.200	.464	.467	.456	.893	.400	.369	.577	.611	.651	.544	.631	.364	.307	.152	.181	.123
86	densenet-201 Brain-Score Team	.318	.293	.340	.279	.715	.854	.965	.876	.733	.862	.831	.886	.826	.550	.687	.414	.833	.741	.807	.951	.668	.775	.686	.798	.413	.726	.814	.604	.761	.743	.743	.628	.510	.746	.027	.189	.321	.058	.388	.571	.627	.492	.208	.044	.253	.223	X	.544		.493	.408	.104	.343	.537	.258	.438	.253	.236	.105	.443	.421	.360	.333	.054	.161	.153	.125	.172	.378	.121	.342	.289	.187	.195	.365	.000	.280	.343	.171	.331	.273	.326	.110	.780	.627	.134	.237	.437	.423	.027	.108	.480	.510	.138	.254	.298	.286	.576	.436	.716	.295	.402	.722	.450	.386	.381	.513	.519		.621	.978	.932	.212	.381	.527	.558	.558	.957	.556	.484	.689	.832	.729	.512	.677	.419	.560	.215	.260	.170
86	efficientnet_b1_imagenet_full akgokce	.315	.297	.308	.251	.674	.918	.959	.947	.817	.973	.784	1.0	.949	.801	.796	.805	.953	.967	.930	.963	.550	.649	.486	.492	.575	.751	.635	.938	.679	.285	.285	.462	.408	.516	.000	.162	.319	.004	.380	.584	.656	.469	.191	.000	.336	.289	X	.549	.553	.513	.399	.052	.332	.507	.125	.290	.044	.145	.064	.249	.189	.238	.181	.001	.153	.006	.003	.101	.176	.094	.159	.036	.351	.186	.867	.000	.141	.083	.160	.176	.147	.470	.162	1.0	.215	.134	.041	.328	.115	1.0	.747	1.0	.281	.424	.140	1.0	.396	.513	.289	.737	.156	.345	.684	.340	.252	.285	.403	.419		.545	.963	.689	.174	.312	.490	.492	.496	.939	.464	.396	.595	.691	.720	.431	.606	.421	.380	.158	.187	.129
86	mobilenet_v2_1_0_128 Brain-Score Team	.322	.311	.279	.278	.558	.836	.813	.847	.677	.861	.739	.986	.929	.000	.000	.000	.725	.584	.676	.916	.682	.705	.799	.739	.486	.646	.605	.718	.617	.363	.363	.651	.550	.752	X	.242	.310	.175	.372	.569	.622	.462	.199	.009	.349	.402	X	.532	.526	.522	.370	.092	.333	.383	.096	.122	.107	.135	.101	.239	.105	.157	.045	.054	.065	.019	.003	.063	.240	.055	.106	.022	.369	.822	.286	.000	.242	.177	.250	.279	.262	.436	.472	.640	.385	.033	.695	.583	.283	.048	.337	1.0	.510	.083	.208	.831	.105	.730	.892	.568	.303	.188		.158			.284	.348		.487	.911	.501	.251	.362	.519	.455	.463	.896	.267	.339	.519	.570	.536	.362	.595	.385	.345	.297	.372	.221
86	resnet101_ecoset_full akgokce	.319	.352	.329	.281	.666	.820	.984	.749	.644	.764	.897	.964	.735	.327	.437	.217	.867	.761	.860	.980	.643	.686	.647	.768	.469	.820	.506	.969	.984	.552	.552	.633	.516	.750	.039	.268	.337	.199	.405	.600	.642	.507	.243	.033	.406	.277	X	.538	.544	.504	.399	.577	.285	.520	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.420	.520	.218	.071	.060	.845	1.0	.283	.524	.372	.149	.171	.153	.836	.682	.253	.501	.298	.705	.588	X		X						X																		X
86	resnet152_ecoset_full akgokce	.317	.328	.315	.267	.642	.813	.973	.709	.650	.792	.887	.981	.697	.277	.357	.197	.886	.797	.925	.935	.573	.600	.534	.703	.453	.763	.481	.916	.890	.554	.554	.626	.512	.740	.035	.212	.324	.100	.406	.604	.644	.508	.249	.024	.379	.282	X	.534	.536	.497	.373	.429	.306	.537	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.622	.522	.236	.985	.593	.695	.246	.852	.137	.911	.951	.289	.312	1.0	.975	.238	.483	.314	.651	.571	X		X						X																		X
86	resnet18_ecoset_full akgokce	.316	.333	.353	.245	.728	.909	.992	.918	.872	.897	.867	.942	.872	.433	.478	.388	.968	.952	.983	.970	.562	.697	.548	.488	.517	.780	.471	.926	.944	.805	.805	.636	.575	.696	.085	.210	.313	.106	.387	.587	.639	.493	.195	.020	.381	.381	X	.510	.518	.471	.353	.437	.300	.527	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.554	.075	.389	1.0	.361	.081	.583	1.0	1.0	.305	.805	.923	.383	.621	.230	.336	.625	.547	.703	.356	X		X						X																		X
86	resnet18_imagenet_full akgokce	.323	.321	.343	.258	.722	.845	.980	.758	.646	.828	.926	.997	.776	.493	.602	.384	.916	.818	.941	.989	.601	.699	.603	.573	.528	.795	.472	.928	.984	.709	.709	.695	.598	.792	.049	.198	.285	.112	.388	.591	.641	.493	.185	.029	.355	.367	X	.520	.517	.473	.335	.271	.325	.474	.204	.443	.087	.186	.091	.295	.329	.247	.333	.015	.163	.142	.065	.130	.491	.112	.292	.038	.357	.304	.766	.000	.209	.177	.149	.238	.273	.451	.046	.396	.171	.060	.160	.641	1.0	.078	.113	.782	.950	.783	.820	.310	.358	.333		.667	.215	.137								.509	.955	.660	.185	.325	.453	.448	.444	.898	.370	.410	.548	.632	.632	.412	.588	.315	.372	.179	.215	.142
86	resnet34_imagenet_full akgokce	.317	.323	.345	.249	.698	.851	.982	.777	.690	.791	.941	1.0	.778	.522	.654	.389	.885	.776	.888	.990	.611	.729	.615	.631	.469	.746	.397	.875	.967	.668	.668	.605	.517	.693	.086	.195	.335	.055	.384	.596	.636	.482	.194	.011	.371	.411	X	.516	.521	.446	.344	.359	.311	.504	.269	.478	.276	.233	.070	.442	.379	.393	.390	.101	.203	.192	.126	.160	.640	.111	.299	.088	.106	.011	.308	.000	.197	.229	.239	.207	.115	.449	.239	.794	.155	.243	.215	.270	.852	.102	.554	1.0	.231	.312	.757	.560	.358	.330		.660	.277	.145								.528	.955	.703	.198	.263	.450	.505	.471	.930	.400	.425	.580	.691	.651	.412	.593	.352	.406	.196	.237	.154
86	resnet50-vicregl0p9 Nikhil Parthasarathy	.319	.336	.358	.270	.729	.876	.988	.850	.746	.820	.892	.984	.850	.511	.633	.389	.945	.901	.959	.977	.600	.687	.584	.555	.573	.817	.636	.871	.945	.682	.682	.669	.565	.772	.074	.195	.295	.094	.397	.584	.626	.487	.224	.062	.397	.301	X	.568	.562	.566	.424	.355	.301	.496	.052	.031	.072	.032	.037	.059	.057	.036	.037	.091	.038	.111	.030	.009	.033	.014	.146	.057	.346	.000	.339	.698	.104	.083	.126	.103	.105	.473	.520	1.0	.177	.027	.145	.802	.535	.288	1.0	.782	.155	.187	.342	.657	.352	.420	.123	.717	.162	.060	.001	.001	.001	.001	.001	.001		.060	.058	.100	.070	.037	.050	.077	.029	.018	.069	.070	.059	.077	.054	.037	.075	.084	.060	.238	.429	.048
86	resnet_50_v1_spiking_l4 Brain-Score Team	.317	.319	.355	.278	.775	.893	.979	.856	.921	.905	.876	.896	.821	.836	.925	.747	.939	.904	.946	.968	.673	.780	.642	.682	.587	.840	.803	.855	.861	.633	.633	.614	.494	.734	.013	.190	.320	.061	.396	.602	.656	.510	.200	.008	.335	.210	X	.517	.527	.514	.362	.213	.316	.200	.035	.019	.049	.060	.023	.014	.020	.062	.064	.019	.032	.023	.011	.042	.042	.052	.016	.046	.534	.149	.454	1.0	.128	.114	.137	.124	.136	.402	.082	.266	.811	1.0	.387	.942	.217	.041	.502	.369	.127	.326	.225	.329	.130	.758	.878	.639	.339	.221	.470	.219	.147	.195	.262	.273		.279	.584	.439	.137	.106	.280	.280	.219	.496	.144	.250	.286	.279	.399	.113	.340	.160	.231	.139	.179	.099
86	vgg_16 Brain-Score Team	.322	.289	.319	.266	.692	.921	.950	.942	.944	.869	.907	.966	.871	.684	.813	.555	.876	.760	.895	.971	.616	.609	.523	.754	.577	.879	.787	.868	.981	.435	.435	.434	.352	.517	.000	.148	.294	.001	.385	.614	.646	.458	.208	.000	.303	.288	X	.512	.511	.447	.338	.022	.354	.512	.173	.341	.121	.188	.107	.255	.270	.242	.337	.010	.100	.044	.113	.116	.352	.109	.192	.039	.271	.268	.545	.000	.144	.104	.137	.176	.157	.496	.197	.396	.237	.090	.060	1.0	.698	.008	1.0	1.0	.510	.187	.757	.800	.407	.667	.645	.689	.166	.301	.670	.274	.148	.252	.367	.328		.491	.961	.713	.116	.144	.426	.441	.423	.889	.403	.374	.584	.652	.623	.438	.542	.265	.351	.072	.079	.064
86	vit_huge_patch14_clip_336:laion2b_ft_in12k_in1k Brain-Score Team	.324	.241	.358	.223	.681	.834	.982	.747	.959	.802	.794	.860	.693	.465	.479	.451	.846	.748	.816	.974	.616	.667	.847	.463	.487	.676	.774	.712	.540	.810	.810	.517	.371	.662	.170	.229	.287	.170	.057	X	X	X	.232	.053	.322	.256	X	.499	.534	.472	.385	.107	.407	.584	.565	.324	.102	.780	.979	.567	.512	.286	.219	.652	.463	.521	.486	.571	1.2	.663	.737	.577	.605	.721	.111	.982	.594	.478	.369	.858	.672	.654	.320	1.0	.691	.486	.845	.942	1.0	.118	.747	.303	.510	.544	1.0	.657	.256					.237								.803	.997	.996	.386	.925	.576	.636	.715	.996	.947	.615	.880	.963	.966	.700	.945	.657	.757	.384	.420	.347
86	voneresnet-50-robust Tiago Marques	.321	.353	.358	.376	.685	.781	.991	.727	.763	.808	.491	.923	.764	.238	.156	.319	.810	.738	.705	.987	.747	.914	.813	.463	.798	.891	.835	.876	.963	.401	.401	.927	.905	.949	.013	.237	.391	.084	.380	.570	.638	.487	.187	.015	.438	.320	X	.549	.539	.563	.436	.656	.290	.545	.153	.180	.119	.162	.055	.403	.296	.284	.064	.066	.119	.080	.122	.052	.205	.051	.219	.121	.495	.982	.503	.000	.191	.187	.182	.186	.210	.442	.353	.862	.215	.022	.318	.971	.771	.102	.395	.111	.078	.153	1.0	.831	.372	.119	.238			.384	.653	.212	.363			.484		.556	.939	.415	.418	.263	.654	.559	.613	.900	.253	.431	.656	.679	.564	.600	.655	.448	.415	.498	.604	.393
105	AlexNet_SIN Jannis	.310	.407	.339	.313	.692	.901	.965	.863	.894	.924	.803	.939	.919	.410	.664	.156	.870	.724	.952	.935	.621	.678	.565	.855	.387	.876	.852	.938	.839	.380	.380	.787	.916	.657	.011	.498	.360	.636	.405	.539	.573	.417	.163	.332	.388	.265	X	.455	.479	.424	.332	.759	.212	.375	.076	.065	.022	.132	.055	.122	.115	.093	.025	.055	.054	.027	.032	.052	.263	.031	.141	.002	.254	.602	.160	.000	.212	.239	.194	.207	.210																.281	.411	.322	.499	.089	.345	.340	.157	.194	.179	.255		.040	.577	.797	.669	.484	.581	.575	.597	.602	.704	.595	.326	.594	.671	.354	.481	.642	.786	.343	.613	.766	.461
105	ReAlnet01 Brain-Score Team	.313	.297	.355	.301	.707	.882	.970	.861	.712	.930	.855	1.000	.850	.502	.616	.388	.819	.738	.793	.924	.670	.832	.781	.749	.318	.762	.528	.920	.840	.579	.579	.734	.680	.788	.056	.140	.243	.037	.351	.517	.572	.449	.154	.064	.344	.383	X	.499	.491	.373	.296	.369	.330	.546	.190	.370	.070	.181	.091	.328	.345	.273	.257	.031	.100	.145	.105	.114	.365	.090	.315	.049	.121	.000	.362	.000	.210	.229	.216	.186	.210	.362	.034	.218	.468	.010	.160	.437	.256	.706	.411	.083	.209	.282	1.0	.800	.347	.728	.808	.648	.133	.320	.645	.297	.210	.260	.344	.373		.508	.934	.652	.166	.181	.458	.459	.448	.884	.369	.372	.562	.645	.672	.525	.627	.351	.329	.149	.176	.122
105	ReAlnet02 Brain-Score Team	.310	.296	.353	.300	.706	.871	.979	.872	.677	.909	.816	.999	.847	.502	.616	.388	.818	.743	.791	.919	.670	.841	.767	.738	.334	.747	.485	.915	.840	.598	.598	.733	.662	.805	.053	.141	.248	.034	.354	.516	.579	.453	.160	.060	.338	.373	X	.507	.492	.369	.295	.329	.324	.560	.176	.299	.147	.153	.093	.355	.274	.317	.219	.026	.121	.080	.093	.114	.304	.080	.305	.011	.105	.000	.314	.000	.213	.208	.239	.196	.210	.298	.068	.794	.215	.020	.145	.246	.571	.023	.069	.242	.155	.707	.551	.363	.346	.716	.753	.678	.180	.319	.642	.289	.182	.255	.347	.374		.504	.939	.669	.176	.212	.448	.434	.435	.873	.375	.385	.550	.609	.648	.506	.654	.341	.318	.161	.190	.133
105	ReAlnet02_ALL Brain-Score Team	.311	.328	.351	.294	.701	.871	.976	.791	.680	.919	.930	.998	.802	.524	.659	.389	.814	.719	.789	.933	.666	.808	.794	.734	.328	.772	.560	.918	.839	.593	.593	.665	.596	.733	.058	.126	.220	.032	.398	.590	.647	.495	.238	.022	.438	.382	.258	.543	.539	.497	.390	.454	.294	.578	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.407	.389	.293	.349	.134	.195	.971	.155	.706	.554	.435	.019	.255	.686	.560	.328	.839	.994	.685	.201	.141	.703	X						X																		X
105	ReAlnet03 Brain-Score Team	.310	.296	.352	.301	.700	.879	.969	.870	.682	.934	.842	.999	.855	.490	.592	.388	.818	.734	.787	.933	.671	.842	.777	.757	.307	.762	.509	.939	.839	.578	.578	.700	.654	.747	.056	.140	.243	.036	.350	.518	.574	.447	.157	.053	.342	.387	X	.501	.489	.372	.270	.375	.324	.545	.203	.377	.133	.187	.083	.384	.366	.267	.251	.027	.135	.116	.121	.120	.417	.088	.315	.067	.162	.000	.485	.000	.202	.229	.216	.176	.189	.289	.068	.437	.627	.027	.098	.641	.155	.191	.358	.062	.171	.208	.609	.401	.349	.727	.798	.656	.111	.321	.644	.292	.195	.258	.340	.377		.512	.944	.631	.171	.237	.461	.456	.460	.889	.380	.372	.567	.625	.661	.537	.625	.367	.310	.159	.188	.129
105	ReAlnet03_ALL Brain-Score Team	.311	.329	.352	.294	.704	.875	.964	.792	.704	.923	.939	.992	.810	.520	.652	.389	.814	.724	.793	.923	.673	.819	.801	.738	.333	.767	.548	.916	.838	.606	.606	.675	.604	.745	.059	.123	.218	.028	.397	.592	.645	.494	.237	.019	.442	.387	.251	.543	.539	.498	.384	.491	.293	.576	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.323	.121	.719	.177	.399	.177	.546	.077	.248	.554	.075	.078	.230	.621	.507	.332	.856	1.0	.680	.258	.140	.702	X						X																		X
105	ReAlnet04_ALL Brain-Score Team	.309	.330	.350	.294	.697	.874	.972	.798	.679	.927	.931	1.000	.809	.515	.640	.390	.813	.712	.784	.944	.666	.814	.780	.737	.334	.766	.543	.916	.840	.600	.600	.647	.583	.712	.058	.125	.218	.033	.397	.590	.645	.494	.240	.019	.448	.380	.267	.546	.539	.496	.382	.524	.288	.582	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.324	.100	.794	.120	.199	.120	.662	.115	.389	.502	.395	.070	.230	.230	.618	.327	.876	1.1	.695	.198	.141	.704	X						X																		X
105	ReAlnet05 Brain-Score Team	.312	.296	.351	.299	.696	.866	.963	.863	.664	.916	.826	.998	.833	.500	.614	.387	.796	.694	.763	.932	.670	.850	.791	.748	.293	.749	.483	.924	.839	.577	.577	.716	.652	.780	.059	.143	.249	.037	.352	.515	.568	.451	.159	.068	.337	.388	X	.498	.486	.376	.290	.323	.328	.534	.171	.322	.154	.157	.084	.317	.299	.297	.183	.032	.094	.112	.096	.098	.280	.070	.251	.056	.103	.000	.310	.000	.185	.208	.239	.145	.147	.442	.091	.640	.385	.022	.261	.855	1.0	.335	.337	.135	.311	.153	.742	.917	.354	.704	.751	.656	.129	.322	.646	.295	.193	.260	.344	.384		.513	.930	.682	.170	.156	.469	.463	.469	.887	.447	.379	.572	.621	.669	.512	.620	.359	.314	.158	.188	.128
105	ReAlnet05_ALL Brain-Score Team	.307	.329	.351	.295	.699	.866	.966	.789	.670	.915	.927	.992	.804	.510	.631	.389	.807	.718	.784	.920	.672	.826	.798	.737	.327	.767	.546	.918	.838	.600	.600	.671	.596	.746	.058	.124	.217	.031	.397	.589	.644	.495	.239	.019	.444	.382	.273	.540	.538	.495	.383	.499	.285	.578	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.351	.110	.474	.145	.537	.108	.641	.232	.048	1.0	.101	.064	.383	.686	.377	.329	.816	.946	.685	.207	.140	.701	X						X																		X
105	ReAlnet06_ALL Brain-Score Team	.312	.329	.351	.294	.701	.865	.959	.793	.669	.918	.933	.991	.795	.518	.648	.389	.810	.716	.782	.931	.668	.820	.791	.732	.328	.769	.548	.921	.839	.601	.601	.675	.613	.737	.058	.125	.220	.030	.396	.588	.646	.494	.236	.018	.442	.387	.247	.542	.540	.495	.383	.502	.296	.574	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.356	.056	1.0	.177	.199	.098	.662	.094	.248	.411	.220	.052	.383	.461	.917	.326	.859	1.0	.698	.250	.140	.702	X						X																		X
105	ReAlnet07_ALL Brain-Score Team	.311	.330	.352	.295	.701	.868	.963	.802	.667	.922	.916	.991	.814	.521	.652	.389	.803	.703	.791	.915	.665	.809	.779	.744	.329	.776	.569	.921	.839	.595	.595	.682	.616	.749	.060	.128	.216	.040	.399	.592	.646	.497	.241	.022	.439	.373	.259	.545	.536	.498	.370	.491	.292	.568	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.377	.091	.293	.762	.041	.351	.728	.313	.065	.967	.181	.104	.255	.672	.460	.333	.845	1.0	.667	.216	.141	.704	X						X																		X
105	ReAlnet08_ALL Brain-Score Team	.310	.329	.352	.294	.703	.875	.970	.800	.696	.924	.931	.995	.808	.520	.651	.388	.816	.720	.791	.936	.668	.814	.790	.739	.329	.770	.547	.922	.840	.610	.610	.663	.592	.734	.058	.127	.218	.035	.398	.589	.646	.496	.239	.021	.441	.373	.260	.545	.537	.497	.377	.499	.291	.584	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.325	.121	.533	.034	.163	.073	.451	.232	.159	.650	.101	.095	.638	.621	.682	.335	.862	1.0	.699	.219	.140	.702	X						X																		X
105	ReAlnet09 Brain-Score Team	.314	.294	.352	.298	.705	.879	.967	.856	.705	.926	.860	.995	.846	.478	.570	.387	.826	.740	.794	.946	.659	.797	.762	.730	.348	.765	.520	.936	.838	.613	.613	.715	.651	.778	.053	.135	.243	.026	.350	.516	.570	.450	.156	.056	.340	.377	X	.501	.489	.371	.301	.345	.334	.536	.170	.325	.107	.184	.075	.277	.265	.226	.257	.022	.132	.069	.078	.114	.317	.075	.307	.064	.150	.014	.435	.000	.205	.208	.216	.207	.189	.418	.162	.877	1.0	.081	.426	.481	.283	.075	.138	.164	.171	.470	.836	.682	.364	.741	.832	.649	.092	.321	.644	.291	.194	.252	.344	.372		.520	.944	.698	.165	.219	.464	.434	.446	.893	.414	.404	.577	.627	.667	.556	.634	.366	.341	.148	.176	.119
105	ReAlnet09_ALL Brain-Score Team	.306	.328	.350	.294	.699	.868	.977	.785	.661	.918	.933	.999	.802	.523	.656	.390	.815	.717	.790	.939	.662	.807	.779	.733	.328	.767	.546	.914	.840	.601	.601	.658	.587	.729	.057	.125	.218	.031	.398	.591	.646	.495	.241	.018	.437	.373	.255	.544	.541	.495	.380	.473	.284	.570	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.293	.100	.640	.160	.050	.073	.706	.155	.451	.454	.181	.127	.312	.378	.310	.320	.877	1.1	.688	.210	.141	.705	X						X																		X
105	ReAlnet10_ALL Brain-Score Team	.311	.326	.352	.294	.703	.866	.970	.791	.661	.919	.927	.992	.807	.519	.650	.389	.807	.711	.781	.930	.675	.834	.794	.742	.329	.778	.563	.933	.839	.604	.604	.669	.593	.745	.059	.124	.218	.030	.398	.592	.644	.494	.241	.019	.431	.377	.240	.541	.539	.498	.387	.438	.295	.577	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.341	.428	.483	.081	.180	.237	.279	.190	.008	1.0	.242	.058	.520	.686	.377	.341	.874	1.1	.691	.226	.140	.702	X						X																		X
105	ReAlnet10_cornet Brain-Score Team	.308	.340	.354	.299	.701	.871	.975	.854	.677	.917	.835	.999	.839	.499	.610	.389	.810	.715	.779	.937	.664	.849	.778	.741	.288	.765	.522	.928	.844	.584	.584	.713	.662	.764	.063	.130	.230	.030	.410	.602	.658	.508	.267	.018	.464	.384	.255	.559	.543	.518	.425	.567	.276	.555	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.475	.147	.877	.762	.037	.426	1.0	.172	.706	1.0	.051	.209	.138	.370	.753	.338	.739	.832	.646	.101	.128	.641	X						X																		X
105	VOneCORnet-S Tiago Marques	.307	.339	.355	.374	.690	.783	.983	.708	.767	.816	.511	.924	.772	.258	.172	.344	.831	.763	.737	.993	.754	.917	.825	.482	.793	.886	.834	.870	.954	.403	.403	.912	.892	.933	.001	.156	.261	.051	.391	.580	.631	.487	.219	.037	.456	.371	.297	.551	.485	.436	.373	.677	.274	.497	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.382	.100	.261	.177	.110	.060	.706	.535	.184	.502	.583	.209	1.0	.378	.539	.296	.721	.804	.638	.298	X		X						X																		X
105	ViT_L_32_imagenet1k Paul Mc Grath	.307	.279	.342	.265	.632	.648	.945	X	.966	.864	.882	.877	X	.658	.653	.664	.617	.909	X	.942	.429	X	.814	.903	X	.789	.671	.815	.881	.639	.639	.647	.548	.745	.129	.147	.291	.002	.341	.531	.543	.395	.171	.064	.286	.125	X	.454	.497	.512	.400	.015	.334	.324	.363	.463	.635	.344	.068	.637	.617	.644	.419	.002	.406	.268	.307	.161	.051	.092	.538	.524	.410	.945	.284	.000	.117	.125	.115	.124	.105	.562	.472	1.0	.261	.121	.845	.706	.771	.118	.108	1.0	.950	.102	.757	.657	.052	.302		.604	.542	.500	.744	.498	.400	.494	.484	.615	.266	.602	.973	.949	.303	.200	.581	.594	.654	.930	.439	.544	.637	.796	.665	.338	.526	.492	.618	.392	.513	.270
105	blt_vs Brain-Score Team	.310	.267	.344	.254	.778	.936	.943	.907	.924	.977	.904	.963	.931	.705	.719	.691	.886	.853	.854	.952	.627	.700	.490	.508	.809	.854	.787	.780	.996	.758	.758	.676	.592	.761	.001	.164	.272	.056	.231	.547	X	.460	.149	.000	.329	.244	X	.475	.475	.427	.314	.365	.353	.474	.178	.214	.283	.177	.128	.331	.247	.320	.188	.081	.129	.030	.023	.059	.491	.068	.129	.119	.612	.925	.212	.698	.272	.218	.160	.341	.367	.424	.046	.862	.762	.020	.426	.481	.283	.003	.502	.951	.379	.160	.820	.245	.086	.409	.284	.534	.372	.349	.663	.193	.327		.445			.578	.952	.946	.265	.350	.588	.558	.581	.912	.331	.389	.595	.625	.699	.581	.630	.420	.405	.312	.391	.233
105	convnext_small_imagenet_100_seed-0 akgokce	.314	.297	.353	.242	.720	.888	.932	.835	.897	.875	.854	.996	.825	.798	.801	.795	.907	.831	.943	.947	.664	.660	.737	.760	.499	.581	.638	.649	.457	.790	.790	.413	.316	.509	.096	.160	.284	.037	.370	.571	.599	.465	.207	.009	.304	.244	X	.434	.500	.479	.348	.120	.331	.424	.272	.406	.456	.133	.113	.417	.632	.546	.255	.131	.207	.189	.167	.117	.469	.111	.064	.202	.413	.115	.142	.982	.166	.208	.227	.093	.136	.261	.134	.706	.145	.099	.055	.397	.313	.214	.168	.111	.141	.346	.070	.753	.191	.550	.435	.666	.374	.318	.535	.282	.248	.210	.326	.342		.497	.859	.866	.267	.300	.404	.447	.435	.805	.494	.320	.498	.554	.544	.325	.519	.430	.380	.279	.330	.228
105	custom_model_cv_18_dagger_408 William Berrios	.313	.334	.353	.290	.695	.774	.943	.656	.924	.789	.751	.747	.612	.461	.433	.489	.908	.842	.909	.972	.699	.801	.866	.643	.484	.628	.687	.685	.513	.777	.777	.619	.505	.733	.073	.201	.342	.061	.419	.603	.669	.540	.243	.040	.362	.274	X	.561	.556	.553	.453	.139	.292	.562	.242	.346	.044	.235	.122	.512	.401	.324	.269	.085	.156	.138	.145	.425	.392	.112	.319	.097	.211	.478	.155	.000	.149	.104	.126	.176	.189	.517	.179	1.0	.349	.440	1.0	.855	.324	.159	.502	.369	.475	.255	.672	.657	.371				.288	.400	.641	.306	.222	.276	.321	.404	.158	.524	.956	.369	.323	.244	.515	.450	.442	.920	.289	.388	.595	.623	.945	.550	.609	.366	.330	.370	.453	.287
105	densenet-121 Brain-Score Team	.311	.344	.388	.278	.740	.806	.913	.765	.738	.762	.854	.844	.767	.642	.752	.531	.848	.715	.854	.974	.762	.834	.838	.842	.533	.761	.745	.783	.754	.686	.686	.675	.569	.782	.146	.276	.304	.247	.396	.583	.622	.456	.231	.087	.315	.270	X	.533	.529	.472	.369	.035	.278	.458	.231	.404	.250	.212	.104	.304	.302	.373	.324	.003	.201	.075	.119	.155	.468	.141	.322	.166	.393	.758	.420	.000	.162	.177	.126	.165	.178	.461	.520	.266	1.0	1.0	1.0	.223	.698	.013	.046	.294	.510	.230	.275	.377	.291				.226	.308	.697	.091	.363					.576	.969	.880	.190	.244	.511	.506	.502	.961	.525	.453	.644	.773	.692	.419	.630	.381	.506	.175	.206	.144
105	mobilenet_v2_0_75_160 Brain-Score Team	.309	.318	.310	.200	.729	.784	.954	.680	.854	.751	.783	.838	.627	.927	.932	.922	.766	.667	.694	.938	.595	.736	.868	.480	.295	.654	.860	.520	.583	.870	.870	.510	.378	.642	.000	.174	.305	.043	.376	.549	.598	.464	.234	.036	.414	.370	X	.541	.526	.516	.376	.568	.299	.386	.103	.134	.033	.098	.091	.204	.155	.189	.139	.033	.084	.018	.019	.088	.309	.060	.097	.005	.096	.289	.000	.000	.204	.146	.149	.248	.273	.443	.632	.952	.288	.081	.177	.270	.591	.027	.226	.529	1.0	.138	.409	.883	.115	.808	.928	.688	.235	.152								.496	.920	.590	.230	.300	.505	.480	.458	.905	.372	.338	.511	.552	.591	.400	.547	.398	.335	.266	.338	.195
105	mobilenet_v2_1_4_224 Brain-Score Team	.312	.313	.351	.293	.748	.892	.969	.831	.914	.891	.858	.978	.806	.560	.697	.423	.840	.824	.819	.877	.699	.826	.778	.731	.460	.773	.719	.765	.835	.892	.892	.578	.450	.706	.011	.193	.328	.059	.383	.547	.636	.475	.229	.025	.326	.210	X	.528	.536	.512	.396	.103	.310	.445	.159	.288	.166	.210	.061	.159	.287	.299	.193	.015	.122	.048	.036	.087	.439	.064	.181	.057	.131	.392	.000	.000	.103	.083	.036	.217	.073	.497	.696	.430	.762	.081	.518	.437	.423	.346	.205	.529	.231	.544	.924	.831	.330	.672	.632	.712	.144	.149		.028	.111					.509	.902	.915	.166	.325	.449	.455	.469	.866	.461	.335	.522	.596	.561	.338	.546	.312	.443	.205	.275	.136
105	resnet50_ecoset_full akgokce	.309	.331	.327	.287	.658	.804	.987	.691	.710	.750	.739	.999	.752	.340	.457	.222	.871	.780	.873	.961	.626	.710	.634	.734	.426	.781	.472	.880	.990	.503	.503	.680	.578	.782	.035	.216	.267	.164	.375	.580	.626	.473	.179	.016	.406	.327	X	.541	.536	.523	.394	.521	.287	.521	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.515	.389	.324	.627	.027	.470	.298	.517	.184	.069	.435	1.0	.867	1.0	1.0	.266	.487	.287	.686	.504	X		X						X																		X
105	resnet50_imagenet_100_seed-0 akgokce	.314	.336	.301	.248	.648	.906	.938	.942	.884	.849	.879	.958	.894	.255	.355	.156	.814	.752	.806	.882	.660	.820	.808	.663	.347	.712	.435	.773	.928	.404	.404	.785	.782	.788	.006	.227	.287	.167	.386	.589	.643	.488	.210	.002	.430	.277	X	.494	.533	.515	.411	.778	.292	.305	.083	.120	.035	.127	.106	.140	.118	.099	.113	.015	.007	.076	.040	.058	.112	.049	.157	.045	.303	.000	.002	.908	.162	.114	.126	.227	.178	.489	.062	.968	1.0	.037	.237	.270	.467	.706	.276	1.0	.510	.255	.461	.595	.279	.658	.679	.638	.058	.205	.419	.128	.053	.132	.126	.203		.310	.731	.343	.148	.081	.357	.336	.327	.625	.181	.286	.323	.266	.391	.125	.319	.251	.181	.168	.221	.116
131	ReAlnet01_cornet Brain-Score Team	.301	.338	.354	.301	.707	.881	.971	.858	.710	.930	.853	.999	.847	.502	.615	.389	.818	.738	.793	.924	.669	.830	.781	.748	.318	.761	.527	.917	.839	.578	.578	.737	.679	.794	.056	.125	.229	.020	.403	.598	.651	.502	.248	.015	.471	.391	.267	.552	.544	.512	.419	.614	.264	.546	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.362	.034	.218	.468	.010	.160	.437	.256	.706	.411	.083	.209	.282	1.0	.800	.347	.728	.808	.648	.133	.129	.645	X						X																		X
131	ReAlnet02_cornet Brain-Score Team	.299	.335	.353	.300	.705	.871	.979	.871	.677	.910	.815	.999	.846	.502	.616	.389	.818	.741	.794	.919	.670	.843	.766	.737	.335	.748	.486	.918	.839	.597	.597	.731	.658	.804	.053	.124	.231	.018	.406	.600	.660	.504	.250	.016	.456	.371	.233	.553	.548	.515	.415	.557	.262	.560	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.298	.068	.794	.215	.020	.145	.246	.571	.023	.069	.242	.155	.707	.551	.363	.346	.716	.753	.678	.180	.128	.642	X						X																		X
131	ReAlnet03_cornet Brain-Score Team	.296	.339	.352	.301	.700	.878	.970	.867	.681	.936	.838	.999	.856	.490	.592	.389	.819	.733	.789	.933	.671	.841	.780	.756	.308	.762	.509	.938	.840	.581	.581	.701	.652	.750	.056	.128	.233	.023	.404	.599	.656	.502	.250	.014	.470	.390	.276	.558	.545	.518	.417	.586	.253	.545	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.289	.068	.437	.627	.027	.098	.641	.155	.191	.358	.062	.171	.208	.609	.401	.349	.727	.798	.656	.111	.129	.644	X						X																		X
131	ReAlnet04_cornet Brain-Score Team	.297	.334	.351	.300	.696	.878	.970	.868	.684	.933	.836	.999	.857	.503	.618	.387	.806	.726	.771	.921	.663	.813	.775	.760	.303	.764	.524	.928	.841	.581	.581	.675	.626	.724	.056	.126	.230	.022	.403	.597	.655	.503	.247	.013	.458	.395	.310	.549	.544	.513	.410	.481	.259	.527	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.411	.046	.358	.811	.067	.132	.397	.127	1.0	.825	.016	.155	.208	1.000	.618	.358	.696	.738	.653	.079	.130	.648	X						X																		X
131	ReAlnet05_cornet Brain-Score Team	.302	.335	.351	.299	.697	.866	.963	.862	.664	.916	.826	.999	.832	.501	.615	.386	.797	.694	.763	.933	.671	.850	.793	.747	.293	.749	.483	.923	.840	.577	.577	.717	.652	.783	.059	.128	.231	.025	.405	.598	.656	.503	.254	.014	.453	.392	.306	.554	.540	.510	.409	.464	.270	.534	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.442	.091	.640	.385	.022	.261	.855	1.0	.335	.337	.135	.311	.153	.742	.917	.354	.704	.751	.656	.129	.129	.646	X						X																		X
131	ReAlnet06 Brain-Score Team	.304	.296	.353	.301	.704	.867	.985	.845	.665	.926	.813	.998	.836	.494	.598	.389	.815	.725	.774	.948	.670	.843	.766	.755	.316	.757	.512	.919	.840	.591	.591	.736	.685	.787	.055	.137	.248	.027	.355	.521	.573	.452	.163	.065	.340	.373	X	.503	.490	.378	.305	.331	.311	.540	.175	.314	.102	.166	.083	.326	.313	.292	.253	.048	.115	.108	.089	.115	.220	.091	.297	.049	.111	.000	.334	.000	.190	.208	.227	.155	.168	.316	.291	.293	.317	.041	.060	.270	.172	.467	.532	.242	.141	.113	1.000	.489	.350	.713	.759	.667	.096	.324	.648	.292	.176	.263	.350	.378		.519	.948	.674	.180	.181	.501	.473	.475	.909	.383	.388	.573	.673	.656	.512	.615	.352	.329	.158	.183	.134
131	ReAlnet07_cornet Brain-Score Team	.303	.338	.355	.301	.707	.873	.963	.857	.688	.921	.840	.999	.846	.498	.609	.388	.837	.757	.816	.937	.681	.862	.806	.744	.312	.769	.543	.923	.840	.574	.574	.718	.676	.760	.056	.125	.227	.024	.406	.602	.661	.503	.250	.014	.467	.389	.272	.555	.543	.515	.428	.565	.268	.549	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.335	.217	.358	.385	.017	.318	.777	.698	.075	.482	.042	.255	.208	.609	.245	.347	.760	.873	.647	.154	.129	.644	X						X																		X
131	ReAlnet08_cornet Brain-Score Team	.305	.339	.354	.301	.700	.875	.960	.857	.687	.945	.829	1.0	.849	.498	.608	.388	.818	.731	.800	.923	.672	.839	.799	.752	.297	.770	.541	.932	.838	.571	.571	.696	.651	.741	.060	.128	.232	.025	.410	.604	.661	.507	.263	.017	.462	.378	.290	.555	.545	.520	.437	.513	.272	.541	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.451	.075	.483	.627	.067	.073	.397	.383	.848	1.0	.046	.127	.187	1.0	1.0	.342	.730	.813	.647	.113	.129	.644	X						X																		X
131	ReAlnet09_cornet Brain-Score Team	.301	.334	.352	.298	.705	.879	.965	.855	.707	.924	.858	.995	.847	.476	.565	.387	.827	.738	.794	.948	.658	.793	.763	.728	.351	.766	.522	.939	.839	.613	.613	.714	.650	.778	.053	.122	.228	.016	.402	.598	.655	.503	.245	.010	.461	.383	.270	.552	.541	.513	.407	.559	.269	.536	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.418	.162	.877	1.0	.081	.426	.481	.283	.075	.138	.164	.171	.470	.836	.682	.364	.741	.832	.649	.092	.129	.644	X						X																		X
131	efficientnet-b7 Joel Dapello	.300	.301	.332	.256	.706	.945	.884	.935	.926	.972	.981	.998	.918	.641	.849	.433	.827	.733	.856	.892	.653	.857	.769	.715	.271	.688	.537	.723	.804	.607	.607	.584	.508	.659	.035	.170	.327	.014	.357	.536	.609	.455	.162	.023	.345	.349	X	.543	.546	.509	.340	.131	.299	.471	.274	.510	.166	.228	.138	.453	.534	.473	.336	.043	.185	.111	.114	.143	.449	.125	.392	.254	X	X	X	X	X	X	X	X	X	.529	1.0	1.0	.177	.296	.177	.104	.798	.041	.532	1.0	.621	.092	.905	.657	.176	.392	.277	.507	.551	.526	.726	.521	.511	.456	.540	.575	.285	.639	.977	.830	.383	.362	.524	.577	.627	.975	.388	.477	.653	.820	.742	.537	.731	.594	.674	.459	.565	.353
131	mobilenet_v2_1_0_160 Brain-Score Team	.303	.322	.310	.246	.681	.758	.900	.667	.836	.712	.830	.765	.594	.754	.769	.738	.750	.609	.725	.915	.721	.801	.823	.952	.308	.726	.747	.595	.836	.603	.603	.457	.409	.506	.004	.208	.336	.080	.395	.558	.608	.467	.237	.107	.375	.347	X	.548	.537	.503	.365	.327	.285	.413	.142	.228	.088	.164	.106	.235	.266	.283	.175	.036	.108	.007	.059	.091	.287	.077	.160	.048	.093	.280	.000	.000	.198	.094	.126	.372	.199	.446	.162	.175	.516	.655	.050	.138	.653	.137	1.0	1.0	.430	.867	.204	.254	.089	.684	.737	.632	.211	.149								.509	.931	.619	.216	.269	.470	.486	.490	.912	.336	.344	.588	.604	.601	.456	.583	.400	.355	.234	.287	.181
131	mobilenet_v2_1_0_224 Brain-Score Team	.303	.310	.324	.232	.673	.795	.961	.649	.848	.861	.641	.986	.622	.826	.844	.808	.700	.586	.720	.794	.578	.571	.645	.899	.198	.722	.843	.550	.773	.685	.685	.404	.242	.567	.066	.187	.321	.052	.396	.582	.618	.488	.213	.079	.334	.265	X	.540	.535	.493	.388	.114	.295		.180	.214	.140	.171	.084	.276	.267	.258	.251	.050	.186	.049	.040	.140	.437	.105	.278	.121	.258	.287	.485	.000	.215	.146	.216	.279	.220	.351	.389	.358	.237	.199	.037	.706	.383			.888	.836	.075	.275	.539	.330	.701	.677	.724	.326	.169		.138		.214		.339		.507	.936	.667	.199	.294	.448	.477	.452	.936	.367	.349	.562	.639	.624	.394	.583	.374	.319	.199	.242	.155
131	resnet-152_v2_pytorch	.304	.224	.273	.129	.612	.771	.832	.615	.632	.856	.832	.937	.693	.557	.608	.506	.536		.687	.922	.458	.358	.569	.394	.512	.843	.733	.830	.966	.664	.664	.453	.304	.602	.080	.163	.254	.073	.207	.316	.403	.191	.037	.090	.251	.097	X	.449	.448	.355	.229	.180	.384	.493	.439	.716	.496	.260	.144	.459	.453	.476	.564	.202	.371	.512	.494	.589	.825	.220		.674	.201	.566	.038	.000	.117	.104	.126	.134	.105	.517	.021	1.0	1.0	.180	.518	.078	.975	.184	.372	1.0	.461	.961	.208	.281	.375	.465	.212	.718	.466	.416	.775	.535	.517	.436	.591	.598		.606	.983	.985	.171	.250	.496	.555	.552	.973	.464	.424	.692	.850	.907	.512	.608	.309	.579	.164	.192	.135
131	resnet34_ecoset_full akgokce	.302	.326	.341	.247	.694	.831	.956	.754	.665	.840	.903	.996	.700	.481	.578	.385	.874	.791	.856	.974	.634	.763	.630	.586	.559	.794	.443	.939	1.0	.649	.649	.597	.482	.712	.080	.209	.332	.085	.401	.600	.653	.472	.218	.062	.355	.389	X	.511	.529	.496	.354	.203	.277	.499	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.519	.320	.579	1.0	.296	.470	.298	.172	.984	.747	.046	.950	.092	1.000	.310	.317	.544	.407	.680	.342	X		X						X																		X
131	resnet50-barlow Nikhil Parthasarathy	.296	.342	.356	.258	.775	.822	.987	.675	.918	.859	.819	.834	.662	.880	.986	.775	.866	.754	.880	.963	.729	.863	.777	.705	.570	.782	.771	.755	.820	.729	.729	.619	.515	.724	.035	.241	.318	.163	.388	.575	.622	.487	.213	.043	.383	.306	X	.574	.563	.560	.430	.245	.250	.513	.058	.020	.037	.046	.042	.041	.179	.129	.009	.023	.006	.091	.038	.004	.139	.001	.119	.057	.137	.032	.378	.000	.103	.104	.036	.093	.178	.355	.082	.266	.667	.055	.518	.397	.852	.065	.454	.242	.231	.075	.230	.831	.313	.266	-0.065	.596	.258	.076	.001	.001	.001			.001		.063	.080	.083	.063	.037	.051	.064	.048	.057	.059	.056	.073	.052	.071	.119	.056	.044	.058	.317	.558	.076
131	vgg_19 jfeather	.305	.267	.285	.191	.662	.930	.995	.929	.829	.918	.922	.996	.921	.274	.361	.188	.806	.762	.669	.986	.530	.599	.330	.372	.818	.715	.622	.718	.805	.720	.720	.660	.551	.769	.002	.130	.260	.000	.367	.585	.622	.455	.171	.003	.285	.311	X	.472	.477	.441	.288	.008	.343	.451	.224	.505	.178	.142	.084	.295	.317	.294	.471	.003	.184	.083	.195	.166	.379	.163	.263	.088	.187	.217	.343	.000	.116	.083	.205	.093	.084	.444	.520	.098	.839	.099	.073	.437	.517	.819	1.0	.122	.255	.012	.672	.753	.404	.728	.729	.727	.191	.344	.675	.278	.184	.239	.353	.338	.190	.500	.966	.704	.144	.188	.419	.416	.406	.891	.481	.390	.573	.648	.654	.450	.561	.255	.350	.079	.087	.071
131	yudixie_resnet50_imagenet1kpret_0_240908 Yudi Xie	.298	.310	.355	.278	.775	.894	.978	.855	.919	.908	.876	.897	.821	.836	.926	.747	.941	.908	.946	.969	.672	.780	.641	.680	.587	.841	.804	.854	.866	.630	.630	.612	.492	.733	.013	.153	.293	.014	.396	.602	.656	.510	.200	.008	.335	.210	X	.517	.527	.514	.362	.213	.286	.481	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.468	.389	.579	.425	.121	.060	.883	1.0	.118	.911	.862	.510	.061	.275	.363	.271	.707	.743	.672	.359	X		X						X																		X
148	BiT-S-R152x2 Violet Xiang	.292	.286	.327	.289	.690	.865	.953	.803	.797	.902	.889	.927	.786	.727	.765	.688	.869	.805	.831	.972	.651	.673	.592	.707	.633	.931	.872	.931	.990	.198	.198	.589	.459	.719	.001	.166	.309	.023	.367	.574	.631	.414	.199	.016	.285	.163	X	.469	.494	.465	.355	.048	.299	.446	.201	.356	.191	.156	.084	.336	.371	.320	.256	.093	.059	.144	.083	.132	.332	.083	.223	.188	.322	.499	.465	.000	.175	.302	.171	.114	.115	.676	.848	1.0	.627	.655	.882	.971	.240	.102	.911	.601	.923	.707	.249	.753	.254				.315	.450	.728	.449	.413	.395	.459	.528	.256	.587	.975	.876	.209	.256	.468	.559	.633	.964	.383	.444	.636	.787	.725	.550	.601	.393	.511	.231	.290	.172
148	BiT-S-R50x3 Violet Xiang	.288	.311	.323	.283	.681	.899	.955	.897	.939	.850	.900	.909	.844	.776	.799	.754	.877	.792	.857	.982	.600	.709	.554	.606	.530	.766	.766	.846	.687	.290	.290	.559	.436	.682	.006	.169	.301	.037	.377	.569	.634	.456	.202	.024	.373	.261	X	.534	.527	.457	.371	.462	.266	.444	.249	.391	.397	.163	.068	.408	.399	.423	.300	.100	.129	.101	.128	.149	.478	.110	.230	.265	.518	.541	.645	.367	.182	.187	.216	.124	.199	.479	.767	1.0	.037	.361	1.0	.167	.571	.065	.337	.888	.510	.113	.378	.507	.254					.429	.723	.424	.366	.375	.450	.504	.241	.567	.983	.877	.180	.263	.430	.517	.577	.952	.355	.446	.655	.786	.695	.506	.562	.384	.479	.187	.230	.145
148	ReAlnet06_cornet Brain-Score Team	.294	.335	.353	.301	.704	.867	.985	.845	.665	.926	.811	.999	.835	.492	.596	.388	.813	.718	.773	.947	.669	.844	.766	.753	.315	.757	.513	.920	.839	.591	.591	.737	.686	.788	.055	.128	.234	.021	.403	.601	.652	.503	.246	.010	.458	.391	.252	.552	.546	.515	.408	.540	.252	.540	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.316	.291	.293	.317	.041	.060	.270	.172	.467	.532	.242	.141	.113	1.000	.489	.350	.713	.759	.667	.096	.130	.648	X						X																		X
148	deit_small_imagenet_100_seed-0 akgokce	.295	.270	.353	.190	.741	.768	.991	.662	.833	.939	.447	.820	.686	.582	.412	.751	.893	.888	.879	.911	.795	.849	.900	.570	.864	.723	.706	.882	.580	.529	.529	.901	.887	.915	.127	.145	.216	.074	.329	.487	.533	.427	.172	.029	.255	.157	X	.307	.402	.459	.302	.158	.320	.245	.082	.035	.021	.028	.014	.171	.224	.154	.033	.050	.143	.146	.040	.018	.145	.032	.057	.073	.327	.000	.000	.982	.120	.114	.104	.093	.168	.506	.696	.483	.667	.099	.596	1.0	.141	.006	.250	.805	.281	.602	.836	.618	.247	.728	.850	.606	.305	.190	.293	.147	.092	.144	.142	.211		.333	.744	.394	.156	.156	.430	.353	.373	.600	.167	.295	.372	.282	.425	.156	.281	.184	.292	.176	.231	.122
148	resnet-18_test_m Roman Pogodin	.292	.322	.346	.282	.688	.831	.956	.766	.644	.833	.906	.995	.720	.521	.652	.390	.858	.735	.867	.973	.603	.681	.616	.591	.524	.719	.516	.784	.857	.690	.690	.594	.481	.706	.068	.216	.302	.130	.364	.560	.625	.455	.173	.009	.361	.366	X	.531	.514	.439	.356	.322	.261	.524	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.442	.062	.862	.109	.327	.081	.641	.283	.031	.532	.529	.320	1.0	.417	1.0	.273	.719	.763	.674	.132	X		X						X																		X
148	resnet50-vicreg Nikhil Parthasarathy	.292	.341	.348	.248	.775	.859	.997	.773	.898	.848	.842	.879	.779	.894	.972	.815	.915	.808	.963	.973	.699	.841	.709	.684	.563	.792	.769	.783	.824	.632	.632	.631	.515	.748	.022	.245	.301	.189	.395	.582	.629	.490	.215	.058	.377	.269	X	.566	.563	.560	.433	.244	.242	.534	.046	.043	.094	.049	.024	.044	.178	.103	.016	.071	.038	.017	.027	.015	.012	.032	.016	.003	X	X	X	X	X	X	X	X	X	.584	.353	.794	.317	.220	.426	.706	.517	.984	.588	.529	.475	1.0	.820	.443	.311	.332	.019	.646	.129	X		X						X																		X
148	resnet50-vicregl0p75 Nikhil Parthasarathy	.286	.337	.352	.260	.765	.905	.986	.835	.955	.935	.888	.925	.812	.797	.859	.735	.887	.777	.922	.962	.681	.820	.715	.688	.499	.831	.755	.840	.898	.672	.672	.584	.468	.700	.031	.238	.296	.181	.382	.579	.623	.481	.209	.017	.374	.279	X	.561	.556	.548	.421	.252	.235	.495	.035	.014	.044	.011	.010	.051	.048	.063	.019	.016	.003	.060	.029	.032	.043	.003	.127	.022	.001	.000	.003	.000	.112	.114	.126	.103	.105	.444	.353	.437	.081	.268	.490	.728	.358	.346	1.0	.529	.510	.075	.155	.883	.345	.341	-0.002	.685	.108	.051	.001	.001	.001	.001	.001	.001		.063	.077	.060	.064	.144	.054	.059	.062	.062	.059	.055	.041	.064	.049	.006	.065	.058	.087	.192	.319	.064
155	alexnet_training_seed_01 Brain-Score Team	.280	.387	.614	.290	.799	.829	.821	.693	.915	.928	.739	.993	.714	.683	.632	.734	.809	.766	.734	.926	.615	.706	.741	.613	.402	.913	.943	.901	.894	.818	.818	.926	.919	.933	.752	.431	.232	.630	.275	.445	.390	.275	.108	.157	.230	.048	X	.252	.293	.309	.171	.538	.172	.098	.082	.020	.101	.003	.024	.180	.143	.129	.043	.096	.074	.107	.083	.037	.139	.002	.093	.130	.000	.000	.000	.000	.078	.073	.093	.072	.073	.576	.320	.146	.569	.882	.490	.451	.396	.015	.911	1.0	.141	1.0	.742	1.0	.048	.444	.530	.358	.052	.069	.001	.001	.001			.001		.063	.062	.062	.062	.069	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.061	.062	.062	.281	.500	.062
155	densenet-169 Brain-Score Team	.276	.305	.345	.278	.734	.820	.945	.799	.734	.760	.866	.883	.754	.621	.685	.557	.832	.735	.821	.939	.654	.745	.737	.723	.410	.840	.812	.827	.882	.802	.802	.566	.435	.698	.025	.178	.327	.028	.384	.568	.629	.488	.202	.033	.311	.212	X	.546	.539	.489	.338	.057	.248	.476	.222	.456	.254	.166	.098	.241	.270	.314	.299	.132	.186	.133	.096	.112	.474	.119	.273	.153	.397	.167	.658	.367	.149	.156	.126	.145	.168	.487	.264	.968	.067	.399	.767	.361	.324	.048	1.0	.583	.461	.075	.621	.883	.250					.326	.718	.100	.399					.613	.975	.945	.207	.325	.515	.552	.573	.954	.544	.468	.658	.825	.718	.525	.656	.424	.560	.198	.235	.162
155	mobilenet_v2_1-4_224_pytorch	.285	.260	.263	.175	.601	.797	.867	.684	.616	.949	.753	.980	.728	.769	.730	.807	.792	.700	.799	.876	.627	.582	.845	.527	.553	.711	.567	.927	.639	.305	.305	.209	X	.418	.011	.146	.282	.011	.304	.431	.512	.384	.168	.025	.328	.209	X	.527	.537	.511	.407	.103	.310	.445	.159	.288	.166	.210	.061	.159	.287	.299	.193	.015	.122	.048	.036	.087	.439	.064	.181	.057	.131	.392	.000	.000	.103	.083	.036	.217	.073	.497	.696	.430	.762	.081	.518	.437	.423	.346	.205	.529	.231	.544	.924	.831	.330	.672	.632	.712	.144	.275	.538	.123		.185	.309			.509	.902	.915	.166	.325	.449	.455	.469	.866	.461	.335	.522	.596	.561	.338	.546	.312	.443	.205	.275	.136
155	omnivore_swinS Martin Schrimpf	.282	.362	.352	.227	.743	.935	.973	.862	.871	.969	.984	.986	.898	.763	.700	.827	.855	.798	.874	.893	.682	.763	.663	.693	.607	.709	.794	.585	.748	.760	.760	.496	.391	.602	.086	.288	.308	.269	.420	.582	.635	.492	.245	.145	.386	.230	X	.472	.517	.496	.381	.607	.203	.498	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.573	.240	1.0	.195	.882	.725	.641	.383	.137	.967	.709	.171	.346	.621	1.0	.000				.555	X		X						X																		X
155	resnet18_imagenet21kP akgokce	.281	.308	.327	.256	.695	.859	.868	.896	.800	.801	.874	.931	.841	.774	.818	.729	.861	.717	.906	.960	.620	.767	.622	.650	.439	.648	.554	.664	.728	.622	.622	.482	.393	.571	.031	.162	.299	.024	.389	.597	.640	.481	.204	.023	.352	.382	X	.530	.513	.467	.314	.261	.254	.585	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																.470	.636	.538	.734	.338	X		X						X																		X
155	resnet_101_v2 Brain-Score Team	.277	.119	.138	X	.274	.335	.979		.652	.714				.225	.451		.329		.987		.128		.511			.297			.891			.602	.501	.703	.139	.066		.131	.016					.080	.258	.228	X	.503	.501	X	.341	.230	.434	.554	.485	.731	.562	.393	.109	.663	.610	.548	.568	.123	.397	.364	.451	.416	.827	.205	.623	.647	.446	.730	.607	.000	.177	.104	.126	.269	.210	.475	.632	.706	.385	.220	1.0	.546	.438	.056	.178	.242	.119	.739	.409	.975	.333	.461	.239	.684	.541	.429	.776	.499	.457	.409	.559	.573		.620	.981	.978	.246	.237	.461	.528	.552	.975	.473	.505	.689	.854	.896	.537	.650	.410	.573	.249	.292	.206
155	vonegrcnn_47e Brain-Score Team	.285	.151	.221	.318	.339	.563		.581	.911	.958	.700	.793		.221	.128	.314	.321			.963	X			X		.293	X		.879	.538	.538	.435	X	.871	.005	.155	.305	.005	.046				.219	.012	.181			X	.540	.523		.207	.419	.510	.197	.260	.151	.144	.062	.497	.330	.294	.218	.052	.126	.110	.075	.096	.482	.061	.258	.127	.509	.760	.767	.000	.167	.104	.126	.196	.241	.439	.239	.877	.050	.041	.215	.481	.942	.951	.324	.529	.461	.153	.609	.281	.498	.736	.803	.668	.299	.242		.411	.387	.351	.416	.490		.547	.970	.660	.222	.181	.537	.545	.550	.941	.250	.446	.598	.736	.654	.550	.596	.407	.449	.252	.322	.182
155	yolos_tiny Brain-Score Team	.276	.313	.359	.238	.699	.739	.894	.707	.677	.668	.874	.672	.682	.521	.570	.471	.840	.789	.887	.845	.722	.773	.738	.775	.602	.701	.608	.810	.685	.675	.675	.697	.619	.775	.139	.223	.284	.163	.368	.540	.561	.432	.215	.093	.303	.307	X	.452	.475	.402	.329	.159	.238	.242	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.410	.520	.952	.074	.099	.572	.641	.423	.118	.612	.267	.115	.707	.025	.618	.025	.818	1.0	.615	.409	X		X						X																		X
163	BiT-S-R101x3 Violet Xiang	.274	.303	.345	.296	.703	.899	.938	.895	.917	.865	.923	.917	.837	.751	.821	.680	.938	.984	.902	.928	.715	.704	.696	.892	.567	.722	.708	.882	.575	.384	.384	.511	.356	.665	.036	.171	.306	.036	.379	.581	.643	.443	.203	.023	.317	.198	X	.505	.502	.384	.334	.300	.245	.462	.181	.263	.261	.144	.066	.213	.331	.315	.299	.074	.127	.007	.039	.130	.249	.114	.251	.194	.396	.421	.767	.000	.173	.156	.160	.207	.168	.503	1.0	1.0	.160	.148	.800	.529	.698	.031	.305	.583	.231	.638	.083	.831	.244					.443	.730	.443	.390	.396	.455	.530	.247	.587	.983	.891	.196	.325	.476	.545	.575	.975	.367	.463	.661	.775	.726	.519	.616	.410	.475	.208	.259	.157
163	alexnet_ks_torevert	.268	.306	.111	.316	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.018	.344	.353	.335	.415	.550	.617	.438	.170	.300	.356	.255	X	.508	.496	.471	.313	.449	.229	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038	.122	.096	.270	.000	.175	.187	.160	.186	.168																.375	.542	.460	.624	.132	.264	.519	.104		.187	.228		.068	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
163	alexnet_training_seed_07 Brain-Score Team	.269	.374	.601	.288	.805	.841	.812	.743	.914	.937	.787	.965	.727	.666	.606	.726	.925	.920	.914	.942	.650	.683	.742	.659	.516	.855	.826	.882	.858	.773	.773	.929	.964	.893	.708	.398	.217	.578	.256	.433	.387	.273	.098	.089	.242	.039	X	.250	.288	.295	.179	.642	.165	.103	.052	.050	.054	.066	.032	.084	.024	.033	.013	.088	.013	.041	.038	.011	.077	.024	.166	.077	.233	.000	.000	.698	.091	.083	.126	.083	.073	.343	.068	.178	1.0	.033	.332	.496	1.0	.041	.051	.369	.171	.783	.137	.135	.045	.430	.516	.344	.023	.086		.000				.001		.060	.056	.062	.084	.069	.059	.052	.054	.061	.053	.050	.059	.057	.059	.056	.064	.064	.056	.370	.656	.084
163	alexnet_training_seed_10 Brain-Score Team	.271	.387	.604	.276	.804	.786	.786	.645	.915	.896	.691	.933	.636	.667	.591	.742	.894	.891	.867	.924	.642	.679	.802	.666	.421	.901	.888	.900	.914	.846	.846	.892	.931	.854	.733	.413	.200	.626	.256	.427	.385	.274	.103	.090	.276	.042	X	.245	.282	.306	.175	.885	.155	.114	.065	.049	.156	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.110	.104	.126	.103	.105	.414	.162		.317	.011	.445	.397	.591	.017	.411	1.0	.563	.867	.757	.254	.051	.467	.555	.380	.018	.069								.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.500	.062
163	mobilenet_v2_1_0_192 Brain-Score Team	.266	.304	.336	.262	.738	.796	.982	.754	.827	.700	.820	.795	.696	.575	.707	.442	.789	.711	.761	.893	.729	.818	.829	.979	.289	.769	.925	.523	.857	.933	.933	.577	.458	.696	.007	.160	.318	.001	.388	.571	.619	.487	.253	.010	.333	.313	X	.541	.536	.491	.373	.078	.227	.419	.152	.246	.071	.130	.062	.301	.206	.245	.233	.035	.127	.029	.060	.094	.353	.112	.208	.075	.278	.558	.276	.000	.202	.198	.194	.238	.178	.468	.239	.952	.132	.723	.387	.410	.571	.288	.676	1.0	.141	.030	.204	.800	.085				.214	.278	.648							.518	.939	.688	.218	.300	.477	.459	.463	.929	.372	.361	.594	.630	.613	.450	.585	.401	.330	.224	.271	.176
163	regnet_y_400mf Brain-Score Team	.265	.250	.103	.275	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.033	.214	.323	.104	.381	.586	.628	.482	.180	.029	.302	X	X	.493	.520	.505	.375	.218	.281	.438	.116	.248	.013	.157	.062	.288	.190	.203	.179	.042	.087	.044	.002	.085	.150	.066	.121	.027	.269	.806	X	.000	.244	.250	.250	.279	.199																.322	.604	.533	.676	.251	.362	.687	.189		.324		.433	.223	.531	.961	.776	.182	.194	.474	.514	.540	.918	.305	.425	.567	.637	.662	.481	.590	.426	.366	.181	.224	.139
163	tv_efficientnet-b1 Jannis	.271	.204	.004	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.012	.121	.237	.004	.386	.574	.623	.490	.240	.004	.304	.312	X	.548	.552	.529	X	.186	.338	.392	.306	.637	.492	.229	.098	.336	.454	.379	.517	.116	.215	.141	.090	.221	.510	.101	.324	.338	.583	.944	.806	.000	.154	.135	.126	.207	.147																.169	.503	.326	.681	.595	.128								.638	.972	.979	.192	.506	.516	.562	.590	.966	.655	.450	.684	.804	.892	.519	.657	.420	.475
163	yudixie_resnet18_imagenet1kpret_0_240719 Yudi Xie	.274	.298	.334	.268	.730	.850	.943	.777	.876	.889	.741	.946	.779	.857	.965	.749	.851	.738	.855	.960	.650	.752	.622	.711	.514	.830	.783	.836	.870	.512	.512	.557	.421	.693	.004	.148	.287	.008	.373	.573	.640	.474	.176	.004	.337	.236	X	.506	.521	.483	.354	.256	.250	.528	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.333	.320	.579	.317	.399	.055	.126	.631	.075	.205	.111	.706	.346	.562	.230	.258	.719	.748	.690	.159	X		X						X																		X
171	alexnet_training_seed_06 Brain-Score Team	.257	.350	.491	.233	.550	.426	.649	.215	.745	.563	.254	.321	.233	.183	.085	.281	.516	.393	.339	.817	.378	.280	.164	.868	.198	.763	.873	.428	.989	.840	.840	.747	.876	.618	.689	.379	.189	.570	.263	.456	.400	.281	.101	.079	.268	.039	X	.251	.282	.320	.152	.834	.163	.108	.041	.022	.016	.050	.007	.089	.098	.076	.034	.053	.024	.037	.014	.018	.139	.009	.008	.005	.000	.000	.000	.000	.110	.104	.126	.103	.105	.416	.573	.324	.425	.033	.052	.855	.517	.009	.532	1.0	.563	.576	.185	.182	.041	.426	.473	.379	.162	.075		.000				.001		.065	.075	.062	.076	.056	.059	.062	.062	.068	.062	.062	.069	.059	.074	.075	.056	.070	.062	.307	.538	.076
171	mobilenet_v2_0_75_192 Brain-Score Team	.260	.314	.342	.299	.722	.865	.989	.887	.769	.789	.867	.939	.817	.551	.694	.408	.846	.765	.832	.940	.710	.764	.830	.867	.378	.732	.782	.615	.800	.718	.718	.635	.519	.750	.004	.156	.311	X	.379	.570	.617	.471	.236	X	.381	.365	X	.535	.527	.499	.330	.410	.205	.427	.088	.150	.044	.107	.056	.120	.110	.125	.163	.045	.077	.033	.019	.089	.192	.055	.116	.003	.094	.282	.000	.000	.237	.187	.126	.310	.325	.482	.931	.261	.317	.180	.025	.048	1.0	.056	.502	.730	.950	.092	1.0	.657	.103				.211	.268	.628							.503	.923	.644	.205	.344	.494	.456	.433	.902	.411	.343	.564	.625	.603	.375	.540	.379	.318	.207	.250	.165
171	mobilenet_v2_1_3_224 Brain-Score Team	.256	.305	.326	.253	.718	.835	.977	.832	.746	.775	.830	.888	.799	.863	.970	.756	.773	.685	.751	.883	.627	.663	.767	.757	.321	.578	.708	.442	.585	.815	.815	.531	.393	.669	.008	.163	.320	.005	.397	.596	.629	.493	.252	.014	.334	.368	X	.538	.529	.477	.363	.063	.206	.428	.168	.430	.025	.153	.075	.247	.260	.262	.297	.043	.096	.079	.027	.124	.336	.104	.216	.076	.369	.424	.681	.000	.122	.146	.093	.124	.126	.495	.239	.589	.549	.268	.973	.641	.535	.608	.967	.662	.115	.061	.409	.310	.070					.150		.062	.248					.527	.964	.665	.166	.350	.466	.478	.500	.927	.348	.434	.613	.679	.676	.375	.557	.356	.410	.159	.196	.122
171	resnet_101_v1 Brain-Score Team	.260	.081	.127	X	.357	.498	.931		.797	.812	.949			.514	.638	.390					.336		.594	.749		.530	.628	X	.964	.621	.621				.025	.068		.135	.062				.253	.057	.066							.463	.440	.521	.318	.551	.301	.271	.107	.546	.470	.465	.440	.059	.268	.183	.234	.195	.549	.155	.358	.253	.651	.670	.374	.908	.241	.281	.182	.217	.283	.375	.291	.352	.627	.027	.470	.437	.155	.020	.186	.643	.171	.961	.225	.682	.297	.768	.831	.705	.351	.392	.736	.434	.349	.399	.481	.507		.583	.977	.839	.199	.237	.541	.578	.583	.975	.375	.474	.656	.766	.680	.494	.631	.417	.487	.206	.254	.157
175	alexnet_training_seed_02 Brain-Score Team	.246	.337	.572	.289	.779	.849	.921	.730	.915	.987	.739	.915	.735	.600	.476	.723	.826	.784	.751	.943	.624	.604	.663	.783	.448	.847	.788	.847	.907	.796	.796	.912	.912	.912	.647	.264	.218	.311	.255	.453	.411	.282	.116	.012	.258	.060	X	.254	.292	.322	.185	.689	.155	.131	.065	.049	.156	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.110	.104	.126	.103	.105	.458	.632	.089	.925	.081	.247	.270	.104	.013	.875	1.0	.311	.638	.225	1.0	.047	.392	.418	.367	.038	.069								.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.500	.062
175	alexnet_training_seed_04 Brain-Score Team	.252	.353	.565	.270	.804	.834	.828	.700	.926	.960	.753	.953	.719	.591	.508	.674	.857	.814	.780	.977	.643	.662	.780	.660	.470	.882	.857	.814	.975	.845	.845	.979	.996	.961	.621	.359	.226	.492	.248	.430	.378	.268	.092	.071	.241	.059	X	.246	.288	.302	.153	.639	.150	.127	.065	.049	.156	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.115	.104	.126	.114	.115	.456	.147	.358	.237	.011	.076	.397	.852	.020	.276	.494	1.0	.783	1.000	.725	.045	.388	.450	.326	.007	.069	.001	.000		.001				.062	.062	.062	.062	.069	.062	.062	.062	.062	.062	.062	.062	.062	.062	.056	.062	.062	.062	.281	.500	.062
175	alexnet_training_seed_09 Brain-Score Team	.248	.354	.594	.289	.809	.853	.938	.682	.911	.989	.774	.971	.710	.704	.664	.744	.874	.837	.808	.979	.648	.684	.783	.669	.457	.885	.817	.881	.958	.749	.749	.949	.947	.952	.683	.284	.198	.369	.269	.451	.394	.275	.101	.124	.271	.048	X	.250	.286	.304	.180	.827	.141	.104	.034	.007	.058	.067	.034	.042	.013	.034	.027	.033	.057	.028	.038	.001	.049	.023	.045	.027	.040	.000	.119	.000	.110	.104	.126	.103	.105	.357	1.0	.066	.237	.099	.332	.167	.591	.020	.502	1.0	.078	.520	.225	.165	.053	.418	.488	.349	.012	.078		.000				.001		.066	.067	.062	.074	.094	.062	.062	.062	.066	.062	.064	.061	.064	.056	.075	.059	.065	.059	.322	.571	.074
175	mobilenet_v2_0_5_192 Brain-Score Team	.250	.319	.321	.217	.707	.756	.908	.619	.871	.734	.790	.813	.559	.918	.905	.932	.749	.639	.679	.929	.547	.578	.812	.486	.313	.670	.724	.650	.636	.856	.856	.454	.296	.613	.039	.157	.315	X	.375	.572	.605	.459	.230	.008	.423	.378	X	.520	.526	.501	.339	.700	.182	.372	.110	.165	.105	.106	.092	.180	.166	.137	.157	.062	.116	.013	.046	.079	.296	.066	.087	.006	.197	.388	.204	.000	.232	.135	.126	.310	.357	.336	.217	.474	.691	.041	.089	.048	.722	.298	.276	.643	.418	.153	.189	.443	.129				.077	.270	.592	.020	.079					.483	.900	.579	.230	.300	.481	.463	.458	.855	.423	.360	.517	.532	.555	.344	.545	.370	.290	.257	.321	.193
175	mobilenet_v2_0_5_224 Brain-Score Team	.252	.308	.328	.256	.726	.782	.857	.858	.597	.663	.804	.931	.767	.870	.815	.926	.756	.567	.747	.954	.638	.614	.747	.711	.478	.736	.810	.680	.718	.822	.822	.475	.334	.615	.002	.155	.310	.000	.404	.578	.603	.462	.224	.155	.345	.262	X	.523	.500	.465	.306	.358	.195	.365	.149	.253	.176	.211	.070	.253	.226	.213	.174	.082	.111	.052	.010	.091	.369	.091	.145	.001	.170	.011	.131	.367	.172	.114	.126	.227	.220	.590	.428	.780	.288	.199	.177	.270	1.0	.013	1.0	.888	1.0	.312	.924	.975	.117					.263	.616							.480	.903	.581	.220	.350	.471	.431	.421	.900	.417	.302	.506	.559	.573	.381	.521	.365	.256	.222	.263	.180
175	mobilenet_v2_0_75_224 Brain-Score Team	.246	.315	.319	.227	.724	.809	.929	.738	.859	.825	.777	.797	.739	.944	.925	.964	.750	.601	.724	.927	.656	.611	.776	.793	.443	.622	.756	.655	.456	.845	.845	.439	.362	.516	.007	.156	.312	.000	.391	.599	.621	.469	.264	.001	.393	.327	X	.532	.525	.487	.348	.533	.178	.458	.097	.231	.024	.125	.077	.097	.107	.113	.216	.022	.061	.020	.034	.080	.256	.076	.089	.016	.133	.400	.000	.000	.136	.094	.014	.217	.220	.497	.573	.862	.425	.882	.055	.114	.358	.248	.718	.805		.424	.499	1.0	.099					.144		.034	.136					.501	.923	.570	.195	.344	.469	.423	.450	.907	.455	.349	.578	.605	.600	.388	.573	.384	.309	.187	.221	.152
175	resnet_152_v2 Brain-Score Team	.252	.033	.074	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.221	.027	X	.054	.010	X	X	X	X	.048	.023	X	X	X	X	X	X	.164	.471	.573	.520	.691	.376	.402	.151	.638	.646	.489	.537	.303	.498	.572	.599	.561	.856	.253	.603	.670	.700	.858	.873	.367	.112	.104	.126	.114	.105	.493	.014	.952	.762	.067	.160	.706	1.0	.031	.372	.406	.155	.783	1.0	.489	.326	.570	.410	.729	.478	.379	.772	.362		.361	.553	.533		.569	.975	.955	.200	.150	.424	.506	.515	.964	.358	.404	.633	.804	.864	.487	.610	.328	.497	.192	.226	.158
182	BiT-S-R152x4 Violet Xiang	.245	.292	.336	.271	.682	.835	.938	.716	.884	.884	.811	.905	.702	.765	.803	.727	.934	.909	.966	.929	.696	.610	.655	.957	.561	.745	.698	.876	.661	.280	.280	.521	.382	.660	.056	.182	.267	.097	.356	.548	.608	.403	.181	.040	.292			.515	.519	.503	.393	.115	.198	.478	.184	.261	.294	.189	.076	.238	.257	.287	.237	.066	.175	.055	.057	.105	.255	.111	.293	.172	.234	.053	.282	.367	.171	.187	.205	.103	.189	.456	.353	1.0	.099	.243	.845	.190	.852	.004	.324	.782	.706	.102	.230	.657	.059					.444	.735	.451	.420	.388	.461	.534	.256	.571	.984	.871	.192	.219	.444	.502	.554	.963	.392	.436	.661	.780	.725	.519	.614	.341	.505	.206	.256	.157
182	alexnet_training_seed_05 Brain-Score Team	.241	.330	.481	.228	.595	.517	.904	.271	.773	.546	.297	.513	.313	.198	.085	.311	.686	.665	.614	.781	.478	.388	.451	.875	.199	.748	.741	.794	.710	.663	.663	.873	.938	.809	.621	.329	.202	.455	.253	.437	.384	.270	.105	.069	.259	.046	X	.260	.291	.311	.169	.733	.151	.065	.082	.020	.101	.003	.024	.180	.143	.129	.043	.096	.074	.107	.083	.037	.139	.002	.093	.130	.000	.000	.000	.000	.110	.104	.126	.103	.105	.486	.239	.146	.425	.974	.184	.601	1.0	.004	.411	.601	.706	.050	.551	.917	.051	.394	.444	.343	.020	.069								.062	.062	.062	.062	.056	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.500	.062
182	artResNet18_1 Claudia	.244	.286	.333	.263	.719	.728	.882	.655	.755	.809	.548	.834	.612	.524	.658	.389	.861	.892	.891	.801	.610	.752	.761	.491	.436	.891	.853	.926	.893	.560	.560	.861	.886	.837	.016	.187	.232	.143	.322	.491	.544	.411	.162	.002	.300	.256	X	.320	.380	.431	.302	.413	.202	.096	.051	.015	.018	.013	.021	.156	.006	.037	.004	.075	.032	.100	.064	.011	.109	.014	.192	.004	.059	.178	.000	.000	.110	.094	.126	.093	.126	.501	.179	.089	1.0	.121	.288	1.0	1.0	.005	.825	.782	.579	.346	.342	.460	.173	.560	.626	.494	.067	.074	.001	.001	.001	.001	.001	.001		.065	.033	.075	.053	.044	.051	.077	.067	.061	.070	.065	.080	.048	.072	.113	.083	.059	.058	.305	.564	.045
182	resnet_50_v1_spiking_l3 Brain-Score Team	.237	.290	.355	.278	.775	.893	.978	.854	.920	.907	.874	.896	.820	.836	.925	.747	.939	.904	.944	.969	.673	.780	.642	.685	.586	.839	.803	.851	.861	.632	.632	.613	.494	.732	.013	.153	.293	.014	.396	.602	.656	.510	.200	.008	.256	.108	X	.385	.476	.466	.330	.025	.185	.009	.024	.012	.038	.034	.015	.004	.026	.057	.013	.027	.024	.041	.011	.001	.004	.023	.075	.009	.096	.000	.288	.000	.110	.104	.126	.103	.105	.448	.389	.794	.762	.148	.261	.223	.798	.065	.276	.205	.475	.208	.672	1.0	.009	.778	.944	.613	.003	.049	.007	.004	.003	.003	.004	.004		.059	.062	.064	.055	.050	.050	.067	.067	.062	.053	.059	.067	.073	.068	.056	.051	.050	.051	.175	.286	.064
182	vonegrcnn_62e_nobn Brain-Score Team	.239	.029	.036	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.107	.052	X	.105	.002	X	X	X	X	.011	.025	X	X	X	X	X	X	.177	.448	.503	.198	.298	.113	.137	.062	.476	.311	.304	.221	.037	.153	.104	.088	.075	.554	.068	.213	.157	.683	.671	.395	.982	.172	.104	.126	.207	.252	.483	.522	.877	.317	.050	.767	.328	.571	.065	.532	.529	.563	.138	.757	.753	.494	.749	.823	.676	.303	.342	.702	.201	.388		.415			.545	.961	.676	.217	.169	.534	.553	.548	.941	.241	.453	.583	.720	.665	.550	.601	.401	.461	.260	.331	.188
182	xception Brain-Score Team	.241	.165	.288	.314	.544	.931	.926	.962	.899	.929	.920	.946	.937	.606	.746	.466	.632		.916	.980	.553	.544	.467	.606	.596	.873	.862	.861	.896			.216	.432		.006	.174	.335	.012	.113	.562				.005	.084	.262	X					.324	.317	.441	.291	.619	.540	.292	.076	.327	.298	.412	.470	.118	.168	.150	.184	.179	.236	.097	.450	.322	.365	.698	.398	.000	.088	.042	.081	.114	.115	.324	.472	.437	.055	.110	.332	.410	.115	.184	.152	1.0	.343	.424	.370	.135	.175	.527	.392	.663	.323	.284	.670							.533	.959	.955	.195	.188	.443	.481	.463	.941	.503	.420	.536	.704	.618	.250	.505	.352	.547	.216	.271	.161
188	alexnet_training_seed_03 Brain-Score Team	.235	.339	.494	.210	.679	.746	.674	.596	.912	.874	.674	.868	.627	.391	.342	.440	.739	.668	.653	.897	.400	.208	.329	.525	.536	.865	.768	.883	.944	.765	.765	.847	.913	.780	.592	.393	.215	.571	.244	.443	.388	.267	.105	.015	.225	.056	X	.257	.295	.317		.651	.130	X	.038	.025	.022	.153	.036	.002	.030	.001	.009	.072	.058	.042	.010	.016	.090	.005	.044	.024	.000	.000	.000	.000	.106	.125	.081	.093	.126	.326	.179	.022	.549	.055	.152	.437	.467	.159	1.0	.226	.095	.312	.509	.401	.048	.460	.571	.349	.063	.069								.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.500	.062
188	cv_18_dagger_408_pretrained William Berrios	.232	.290	.330	.220	.726	.795	.950	.665	.943	.792	.831	.754	.632	.570	.542	.597	.943	.910	.937	.983	.792	.844	.879	.878	.567	.635	.725	.716	.462	.734	.734	.613	.490	.737	.044	.151	.274	.029	.388	.544	.634	.518	.218	.028	.291		X	.513	.522	.518	.384	.099	.173	.500	.353	.400	.332	.328	.131	.223	.443	.400	.492	.293	.314	.286	.388	.226	.523	.271	.600	.354	.214		.641																										.320	.485	.740	.523	.512	.434	.572	.575	.277	.641	.983	.939	.242	.244	.492	.539	.585	.963	.642	.485	.791	.905	.778	.569	.652	.464	.626	.243	.281	.205
188	omnivore_swinB Martin Schrimpf	.227	.320	.340	.223	.783	.921	.980	.825	.868	.963	.944	.996	.874	.784	.706	.863	.825	.788	.834	.854	.745	.977	.829	.632	.541	.791	.829	.609	.934	.749	.749	.662	.559	.765	.014	.211	.306	.116	.400	.584	.642	.493	.245	.038	.330	.205	X	.464	.516	.503	.383	.240	.134	.487	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.582	.522	1.0	.288	.524	.247	1.0	.698	.013	.293	.730	1.0	.230	.924	.682	.000					X		X						X																		X
188	resnet50_imagenet_10_seed-0 akgokce	.232	.250	.330	.270	.716	.840	.786	.884	.814	.800	.811	.945	.837	.369	.481	.257	.869	.823	.830	.955	.721	.825	.741	.434	.884	.889	.950	.749	.969	.450	.450	.872	.853	.891	.003	.129	.237	.021	.302	.485	.514	.349	.164	.001	.240	.118	X	.269	.329	.370	.360	.233	.214	.165	.072	.027	.106	.003	.021	.093	.182	.112	.029	.095	.085	.114	.033	.007	.102	.020	.100	.089	.334	.003	.000	1.0	.099	.104	.126	.093	.073	.350	.239	.240	.317	.110	.089	.372	.155	.524	.125	.369	.379	.783	.275	.917	.206	.484	.490	.478	.002	.060	.039	.017	.012	.020	.008	.028		.113	.200	.100	.074	.119	.133	.128	.106	.152	.081	.101	.098	.073	.122	.106	.156	.087	.077	.132	.204	.061
188	resnet50_primary_visual_cortex Brain-Score Team	.232	.333	.479	.432	.823	.923	.940	.919	.908	.968	.847	.979	.896	.790	.836	.743	.892	.853	.844	.978	.783	.803	.792	.895	.643	.863	.623	.978	.988	.705	.705	.807	.749	.864	.183	.212	.263	.161	.390	.541	.585	.493	.222	.109	.250	.103	X	.268	.355	.437	.220	.365	.132	.012	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.349	.520	.159	.425	.180	.160	.397	.072	.118	.436	.805	1.0	.092	.417	.111	.105	.517	.668	.366	.069	X		X						X																		X
188	yudixie_resnet18_category_class_0_240719 Yudi Xie	.229	.266	.345	.241	.783	.920	.879	.955	.868	.965	.807	.996	.971	.568	.738	.397	.960	.942	.978	.959	.708	.808	.737	.739	.548	.830	.650	.868	.972	.846	.846	.647	.547	.748	.011	.129	.257	.000	.342	.574	.579	.401	.148	.007	.250	.215	X	.441	.477	.362	.250	.005	.192	.428	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.390	.100	.589	.215	.882	.050	.184	.771	.027	.411	.951	.064	.230	.068	.917	.071	.567	.598	.535	.077	X		X						X																		X
188	yudixie_resnet50_category_class_0_240908 Yudi Xie	.231	.271	.336	.252	.755	.897	.859	.958	.821	.966	.776	.962	.938	.486	.584	.389	.870	.808	.862	.942	.699	.788	.681	.656	.670	.882	.691	.959	.996	.819	.819	.634	.518	.749	.001	.136	.272	.001	.358	.576	.606	.435	.171	.004	.253	.157	X	.466	.499	.396	.255	.002	.191	.405	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.381	.320	.214	.349	.050	.120	.230	.722	.389	.250	.435	.757	.138	1.000	.363	.097	.509	.498	.520	.139	X		X						X																		X
195	alexnet_training_seed_08 Brain-Score Team	.221	.310	.449	.242	.662	.652	.801	.462	.872	.772	.432	.748	.479	.286	.268	.305	.701	.667	.614	.824	.483	.461	.347	.827	.297	.901	.933	.787	.983	.712	.712	.898	.945	.851	.444	.253	.193	.313	.248	.439	.386	.268	.103	.044	.289	.033	X	.257	.296	.315	.187	.932	.132	.083	.057	.049	.020	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.110	.104	.126	.103	.105	.341	.197	.098	.925	.099	.125	.777	.145	.003	1.0	.583	.115	.102	.225	.377	.051	.413	.502	.325	.005	.069								.062	.062	.052	.062	.062	.062	.064	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.283	.503	.062
195	antialiased-rnext101_32x8d Nikhil Parthasarathy	.218	.335	.349	.248	.697	.824	.974	.717	.950	.803	.837	.780	.705	.684	.625	.742	.944	.875	.969	.988	.666	.600	.769	.803	.493	.743	.703	.914	.613	.506	.506	.515	.369	.662	.103	.226	.335	.118	.399	.602	.654	.512	.221	.008	.366	X	X	.554	.548	.494	.378	.587	.101	.502	.310	.528	.347	.240	.084	.436	.469	.437	.511	.022	.268	.137	.149	.225	.648	.139	.358	.279	X	X	X		X	X	X	X	X																X	X	X	X	X	.332	.757	.094	.375					.601	.989	.899	.200	.319	.535	.541	.569	.964	.381	.497	.633	.798	.709	.556	.670	.440	.514	.206	.254	.158
195	effnetb1_cutmixrespatch_SAM_robust32_e10_manylayers_324x288 Alexander Riedel	.218	.308	.379	.379	.758	.900	.719	.862	.961	.918	.917	.986	.936	.699	.770	.628	.662	.399	.720	.867	.713	.820	.843	.920	.271	.881	.686	.965	.991	.821	.821	.628	.533	.723		.178	.356		.388	.610	.638	.487	.205		.287		X	.560	.529	.502	.420		.128	.625	.396	.543	.106	.284	.173	.777	.703	.535	.487	.050	.306	.378	.269	.614	.728	.169	.438	.172																														.261	.414	.133	.087	.108	.143	.196		.441	.850	.299	.235	.144	.486	.430	.406	.889	.202	.279	.544	.504	.849	.356	.499	.290	.230	.319	.430	.208
195	effnetb1_cutmixrespatch_SAM_robust32_e2_manylayers_324x288 Alexander Riedel	.216	.307	.379	.379	.758	.899	.716	.861	.960	.919	.916	.986	.937	.696	.771	.622	.662	.397	.720	.867	.713	.820	.842	.920	.272	.882	.686	.967	.993	.822	.822	.628	.533	.723		.178	.357		.387	.610	.637	.486	.202		.284		X	.560	.530	.489	.408		.126	.608	.396	.538	.163	.299	.184	.776	.692	.564	.532	.061	.352	.338	.246	.606	.675	.161	.418	.133																														.255	.402	.130	.090	.102	.138	.188		.428	.844	.282	.226	.163	.475	.419	.396	.886	.205	.259	.541	.495	.835	.237	.499	.305	.214	.318	.437	.199
195	vision_transformer_vit_large_patch16_224 jfeather	.218	.289	.332	.282	.715	.804	.963	.670	.937	.845	.728	.826	.656	.342	.328	.355	.920	.890	.883	.988	.793	.776	.825	.876	.695	.742	.549	.762	.915	.819	.819	.586	.460	.712		.164	.329		.394	.578	.645	.499	.247		.266		X	.424	.495	.525	.419		.147	.585	.590	.794	.590	.656	.543	.789	.696	.610	.756	.248	.499	.506	.472	.308	.749	.421	.705	.685																														X																										X
195	vonegrcnn_52e_full Brain-Score Team	.222	.021	.046		.133	.246	.930					.795		.082	.163		.293	.879			.307		X	.323	.906	X	X								.005	.002		.004	.002					.012	.034							.241	.423	.522	.191	.239	.125	.132	.084	.487	.325	.302	.226	.043	.126	.084	.083	.080	.520	.068	.184	.144	.445	.799	.536	.000	.162	.104	.126	.186	.231	.520	.845	.650	.627	.220	.288	.167	.942	.706	.305	.951	.095	.255	.230	1.0	.490	.736	.793	.679	.317	.384	.704	.407	.381	.349	.410	.488		.543	.963	.660	.226	.169	.535	.537	.533	.939	.248	.453	.577	.709	.670	.562	.603	.404	.440	.266	.336	.195
195	yudixie_resnet50_cat_obj_class_all_latents_0_240908 Yudi Xie	.220	.275	.336	.250	.756	.920	.951	.969	.829	.976	.790	.974	.949	.529	.668	.390	.878	.812	.840	.981	.721	.822	.727	.718	.615	.815	.615	.881	.950	.757	.757	.671	.569	.773	.003	.137	.274	.001	.361	.589	.603	.445	.164	.003	.266	.220	X	.462	.488	.411	.279	.000	.164	.265	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.401	.217	.430	.627	.163	.019	.662	.467	.524	.372	.242	.353	.667	.281	.595	.080	.476	.407	.545	.092	X		X						X																		X
195	yudixie_resnet50_object_class_0_240908 Yudi Xie	.220	.275	.341	.267	.752	.876	.985	.889	.802	.918	.779	.914	.846	.530	.670	.389	.893	.821	.869	.989	.724	.776	.714	.736	.671	.837	.692	.840	.978	.710	.710	.697	.602	.792	.004	.131	.262	.000	.366	.585	.612	.445	.184	.003	.264	.139	X	.471	.503	.420	.312	.000	.165	.208	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.431	.264	.389	.516	.081	.060	.728	.631	.118	.250	1.0	.141	.638	.335	.883	.088	.568	.586	.550	.023	X		X						X																		X
203	CLIP_ViT-B_32 jfeather	.207	.283	.320	.263	.698	.780	.973	.693	.882	.713	.864	.686	.653	.394	.306	.481	.880	.826	.862	.953	.733	.752	.759	.884	.538	.604	.460	.646	.708	.812	.812	.679	.597	.761		.166	.333		.376	.545	.620	.487	.229		.268		X	.504	.508	.498	.362		.131	.502	.546	.748	.708	.482	.854	.651	.622	.442	.605	.139	.496	.367	.287	.273	.840	.559	.628	.572																														X																										X
203	SWSL_resnet50 jfeather	.208	.276	.314	.244	.697	.865	.995	.773	.876	.891	.896	.884	.741	.765	.793	.736	.913	.818	.942	.979	.585	.665	.529	.637	.509	.784	.762	.830	.759	.448	.448	.523	.426	.619		.141	.281		.388	.580	.653	.524	.184		.261		X	.506	.509	.481	.328		.141	.560	.564	.766	.696	.390	.395	.647	.613	.638	.752	.154	.613	.419	.489	.370	.891	.461	.702	.599																														.048																										.239	.288	.191
203	SWSL_resnext101_32x8d jfeather	.208	.269	.314	.241	.701	.842	.987	.695	.902	.896	.836	.883	.696	.756	.770	.742	.904	.824	.918	.971	.608	.789	.601	.597	.445	.819	.801	.873	.782	.400	.400	.579	.476	.682		.148	.295		.373	.560	.636	.511	.157		.243		X	.494	.492	.418	.295		.147	.514	.663	.891	.547	.546	.728	.715	.732	.551	.804	.380	.730	.511	.668	.368	.936	.699	.787	.675																														.193	.827	.137	.548																							X
203	convnext_small_imagenet_10_seed-0 akgokce	.206	.237	.368	.061	.659	.716	.918	.615	.491	.886	.692	.718	.695	.433	.316	.550	.699	.572	.623	.901	.600	.905	.706	.270	.517	.655	.741	.488	.735	.621	.621	.892	.862	.922	.383	.233	.029	.438	.095	.098	.136	.069	.042	.131	.250	.117	X	.109	.208	.256	.132	.927	.176	.009	.056	.030	.025	.091	.021	.084	.161	.091	.012	.073	.078	.083	.031	.007	.084	.025	.040	.022	.024	.030	.042	.000	.112	.104	.126	.114	.105	.537	.353	.319	1.0	.327	.108	.279	.882	.706	.069	.406	.155	1.0	1.000	.917	.114	.520	.555	.484	.034	.086	.007	.005	.007	.006	.003	.006		.096	.127	.079	.114	.069	.106	.116	.117	.096	.072	.101	.109	.075	.074	.125	.085	.072	.090	.321	.532	.110
203	effnetb1_cutmixpatch_augmix_robust32_e5_324x288 Alexander Riedel	.215	.307	.379	.379	.757	.900	.720	.861	.961	.918	.916	.986	.937	.697	.770	.624	.662	.398	.721	.867	.714	.822	.843	.920	.272	.881	.686	.966	.991	.820	.820	.627	.532	.722		.180	.360		.379	.598	.639	.476	.184		.291		X	.542	.551	.527	.419		.123	.646	.337	.489	.271	.250	.105	.629	.597	.518	.536	.078	.225	.223	.217	.565	.458	.127	.281	.157																														.311	.471	.176	.131	.127	.195	.251		.504	.884	.541	.295	.194	.497	.475	.537	.911	.298	.291	.577	.632	.886	.375	.524	.341	.315	.403	.542	.264
203	effnetv2m_custom384 Alexander Riedel	.215	.287	.323	.254	.715	.810	.939	.676	.899	.805	.852	.860	.640	.673	.744	.603	.943	.909	.967	.954	.757	.810	.805	.955	.458	.707	.831	.690	.599	.526	.526	.586	.453	.718		.156	.311		.390	.589	.647	.487	.227		.281		X	.534	.551	.523	.357		.142	.590	.544	.788	.731	.448	.183	.621	.540	.558	.617	.410	.527	.416	.501	.489	.818	.452	.680	.475																														.205								.720	.991	.949	.295	.719	.515	.605	.662	.986	.603	.561	.784	.923	.898	.600	.850	.586	.720	.306	.357	.256
203	nasnet_large Brain-Score Team	.210	.026	.018	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.053	.011	X	.022	.005	X	X	X	X	.027	.069	X	X	X	X	X	X	.481	.394	.491	.462	.769	.598	.332	.115	.505	.534	.490	.780	.149	.396	.308	.363	.344	.750	.221	.646	.555	.361	.111	.972	.000	.179	.146	.093	.269	.210	.553	1.0	.794	.261	.486	.882	.883	.484	.730	.276	.164	.047	.312	1.0	.417	.113	.613	.513	.713	.383	.382	.792	.288	.532			.619		.618	.991	.963	.225	.250	.454	.522	.504	.989	.522	.536	.672	.841	.795	.525	.672	.438	.616	.212	.242	.182
203	resnet50_finetune_cutmix_e3_robust_linf8255_e0_247x234 Alexander Riedel	.206	.302	.389	.394	.774	.876	.955	.833	.920	.855	.891	.895	.784	.682	.756	.609	.873	.762	.869	.990	.630	.671	.620	.728	.501	.899	.811	.897	.989	.817	.817	.638	.569	.708		.181	.362		.377	.567	.642	.477	.201		.260		X	.518	.484	.466	.352		.110	.549	.332	.419	.110	.316	.187	.698	.626	.574	.429	.093	.218	.219	.197	.400	.648	.142	.320	.049																														.308	.403	.150	.109	.119	.145	.228	.126	.452	.859	.346	.282	.131	.516	.511	.475	.893	.175	.338	.495	.412	.833	.394	.509	.263	.259	.410	.563	.258
203	yudixie_resnet18_cat_obj_class_all_latents_0_240719 Yudi Xie	.214	.269	.340	.238	.772	.892	.905	.916	.775	.980	.730	.996	.943	.553	.681	.425	.954	.941	.964	.957	.681	.778	.702	.683	.559	.870	.671	.946	.993	.856	.856	.595	.509	.681	.009	.131	.261	.002	.347	.578	.573	.414	.165	.006	.258	.227	X	.447	.485	.362	.283	.001	.158	.270	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.371	.217	.236	.569	.361	.572	.246	.094	.159	.226	.643	.379	.906	.076	.507	.083	.506	.487	.525	.036	X		X						X																		X
203	yudixie_resnet18_object_class_0_240719 Yudi Xie	.215	.262	.329	.231	.754	.897	.850	.878	.916	.978	.778	.975	.901	.793	.868	.719	.881	.793	.865	.987	.649	.632	.583	.785	.598	.886	.777	.945	.937	.626	.626	.545	.448	.643	.003	.126	.252	.001	.344	.566	.565	.420	.167	.004	.247	.203	X	.436	.479	.356	.253	.001	.168	.261	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.406	.389	.358	.894	.121	.089	1.0	.283	.137	.205	.805	.104	.160	1.0	.135	.089	.475	.418	.531	.113	X		X						X																		X
203	yudixie_resnet50_distance_translation_rotation_0_240908 Yudi Xie	.208	.265	.344	.275	.756	.927	.874	.958	.838	.962	.910	.995	.953	.514	.637	.392	.891	.808	.880	.985	.678	.797	.691	.663	.560	.833	.653	.845	.999	.855	.855	.593	.493	.694	.001	.128	.252	.003	.352	.568	.597	.430	.158	.005	.235	.135	X	.443	.477	.357	.234	.000	.151	.157	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.459	.121	.524	1.0	.099	.066	.777	.313	.065	.875	.164	.686	.667	.609	.460	.040	.542	.562	.521	.008	X		X						X																		X
214	CLIP_resnet50 jfeather	.204	.273	.310	.239	.691	.869	.949	.785	.940	.860	.871	.925	.756	.789	.826	.752	.836	.753	.788	.967	.525	.575	.498	.608	.420	.830	.755	.894	.841	.480	.480	.507	.391	.623		.147	.295		.376	.570	.620	.487	.203		.258		X	.496	.507	.471	.334		.135	.511	.566	.739	.718	.371	.516	.513	.558	.415	.688	.550	.544	.404	.427	.404	.841	.666	.646	.627																														X																										X
214	CLIP_resnet50_float32 jfeather	.204	.273	.310	.239	.690	.869	.948	.788	.942	.858	.867	.925	.755	.788	.825	.751	.836	.753	.789	.967	.526	.575	.500	.608	.420	.829	.754	.895	.837	.479	.479	.505	.391	.618		.147	.295		.376	.570	.620	.487	.203		.258		X	.496	.507	.471	.334		.135	.511	.566	.739	.718	.371	.516	.513	.558	.415	.688	.550	.544	.404	.427	.404	.841	.666	.646	.627																														X																										X
214	densenet-201-keras Brain-Score Team	.196	.291	.329	.277	.710	.852	.923	.893	.720	.892	.823	.892	.821	.591	.664	.518	.799	.698	.757	.943	.661	.783	.695	.797	.366	.696	.854	.590	.643	.741	.741	.630	.517	.743		.162	.325		.390	.599	.655	.473	.224		.283		X	.545	.547	.494	.398		.101	.537	.271	.479	.302	.233	.113	.448	.423	.353	.362	.078	.197	.165	.112	.181	.409	.118	.365	.272																														.464	.772	.447	.369	.381	.516	.520	.263	.621	.978	.932	.212	.381	.527	.558	.556	.957	.556	.484	.691	.832	.729	.512	.677	.419	.561	.215	.260	.170
214	inception_v4 Brain-Score Team	.203	.021	.012		X									X	X		X		X							X	X								.035	.049		.097	.008					.039	.015		X					.102	.384	.539	.424	.685	.623	.254	.182	.519	.482	.469	.738	.139	.400	.312	.323	.266	.718	.212	.488	.404	.264	.590	.201	.000	.214	.156	.137	.238	.325	.555	.428	.952	.028	.067	.098	1.0	.975	.065	.358	.583	.950	.961	1.000	.310	.110	.597	.546	.648	.372	.393	.761	.386	.456		.529	.560		.603	.981	.946	.212	.306	.434	.531	.527	.973	.541	.494	.628	.807	.767	.487	.660	.386	.578	.215	.258	.172
214	nasnet_large-tf Brain-Score Team	.200	.289	.358	.282	.791	.888	.998	.896	.814	.820	.939	.905	.842	.809	.828	.789	.958	.942	.945	.987	.667	.650	.560	.683	.774	.865	.868	.922	.804	.761	.761	.589	.462	.716		.146	.291		.378	.585	.627	.480	.198		.275		X	.541	.532	.483	.370		.111	.470	.415	.788	.688	.266	.115	.499	.520	.443	.708	.071	.305	.209	.248	.325	.706	.160	.583	.418																														.513	.827	.566	.570	.448	.606	.638	.324	.631	.991	.975	.228	.263	.481	.550	.535	.991	.492	.530	.678	.864	.779	.575	.681	.464	.649	.218	.252	.184
214	pnasnet_large-tf Brain-Score Team	.202	.282	.341	.264	.758	.823	.989	.757	.847	.809	.829	.800	.727	.741	.746	.735	.969	.959	.975	.973	.730	.722	.702	.894	.604	.770	.822	.767	.722	.700	.700	.570	.434	.705		.153	.305		.383	.578	.623	.500	.212		.252		X	.526	.503	.410	.325		.122	.515	.460	.812	.617	.327	.106	.584	.577	.535	.682	.139	.338	.361	.295	.357	.810	.232	.579	.473																														.503	.829	.566	.555	.468	.601	.641	.316	.616	.989	.976	.195	.231	.463	.530	.521	.975	.494	.494	.644	.814	.776	.600	.681	.434	.654	.186	.220	.152
214	resnet-101_v1-tf Brain-Score Team	.195	.295	.328	.266	.719	.829	.972	.771	.898	.785	.832	.838	.704	.815	.772	.857	.934	.934	.934	.935	.687	.655	.823	.829	.440	.710	.752	.795	.584	.567	.567	.490	.331	.649		.170	.341		.395	.590	.648	.506	.229		.287		X	.549	.548	.520	.390		.096	.561	.205	.432	.216	.189	.092	.363	.285	.292	.359	.004	.155	.094	.076	.149	.450	.084	.197	.041																														.435	.764	.427	.369	.379	.458	.501	.226	.567	.975	.844	.198	.169	.514	.562	.579	.957	.400	.434	.605	.709	.685	.506	.614	.399	.486	.194	.230	.158
214	resnet-152_v1-tf Brain-Score Team	.197	.300	.349	.282	.766	.824	.897	.745	.943	.865	.722	.876	.716	.840	.851	.829	.952	.920	.968	.968	.781	.786	.908	.854	.576	.793	.783	.834	.763	.589	.589	.581	.450	.712		.169	.338		.399	.598	.646	.502	.247		.284		X	.553	.549	.529	.354		.094	.533	.219	.373	.182	.196	.068	.459	.455	.364	.409	.015	.138	.023	.094	.114	.492	.107	.195	.045																														.444	.768	.441	.385	.391	.474	.514	.231	.584	.973	.853	.197	.244	.529	.581	.627	.955	.322	.471	.633	.738	.698	.544	.626	.431	.505	.198	.241	.156
214	resnet-152_v2-tf Brain-Score Team	.203	.289	.330	.274	.716	.926	.940	.949	.837	.948	.922	.964	.922	.672	.746	.598	.912	.797	.951	.989	.628	.698	.600	.602	.610	.723	.737	.874	.557	.612	.612	.538	.448	.628		.163	.326		.388	.591	.635	.469	.247		.273		X	.532	.532	.478	.370		.118	.528	.417	.721	.709	.405	.107	.520	.602	.459	.504	.120	.285	.246	.335	.239	.647	.220	.588	.386																														.486	.778	.489	.491	.379	.515	.572	.264	.620	.981	.949	.255	.281	.506	.580	.556	.975	.494	.487	.641	.786	.745	.562	.682	.458	.595	.277	.336	.217
214	resnet-50_v2-tf Brain-Score Team	.198	.291	.337	.270	.740	.857	.966	.786	.919	.855	.853	.898	.724	.929	.939	.919	.848	.760	.845	.940	.714	.695	.750	.935	.477	.694	.740	.763	.579	.615	.615	.523	.407	.638		.161	.323		.391	.596	.644	.482	.233		.277		X	.520	.536	.503	.378		.104	.531	.304	.587	.563	.292	.098	.378	.416	.343	.449	.007	.202	.158	.155	.156	.491	.145	.439	.284																														.451	.756	.435	.408	.321	.472	.538	.225	.600	.972	.944	.235	.244	.504	.559	.550	.970	.495	.449	.627	.780	.694	.550	.651	.427	.554	.236	.280	.192
214	resnet101 jfeather	.197	.281	.318	.251	.702	.899	.972	.878	.787	.849	.932	.985	.887	.484	.579	.390	.875	.788	.917	.921	.602	.621	.582	.742	.465	.831	.558	.945	.989	.626	.626	.597	.471	.723		.155	.309		.382	.593	.633	.502	.180		.271		X	.519	.521	.517	.341		.112	.517	.380	.675	.399	.316	.116	.629	.451	.517	.580	.075	.313	.273	.287	.255	.628	.191	.417	.340																														.185	.744	.178	.337	.377																						X
214	resnet50_linf_4_robust jfeather	.197	.306	.370	.344	.766	.834	.973	.800	.827	.811	.857	.813	.756	.790	.842	.737	.924	.821	.960	.992	.632	.699	.570	.729	.531	.885	.935	.727	.995	.735	.735	.559	.445	.674		.186	.373		.389	.591	.648	.503	.204		.279		X	.549	.524	.514	.369		.087	.508	.189	.268	.119	.175	.055	.459	.358	.368	.136	.079	.110	.100	.182	.085	.421	.056	.195	.050																														.108																										.542	.656	.427
214	resnet_152_v1 Brain-Score Team	.202	.044	.021																																.063	.074		.148	.012					.060	.069							.483	.359	.542	.319	.624	.246	.255	.060	.470	.524	.433	.546	.031	.270	.210	.260	.236	.445	.131	.456	.231	.157	.470	.000	.000	.162	.166	.126	.186	.168	.444	.353	.719	.177	.060	.725	.138	.571	.288	.161	.583	.950	.102	.409	.975	.307	.573	.500	.646	.371	.396	.749	.445	.360	.412	.499	.507		.584	.980	.829	.207	.206	.526	.570	.550	.954	.294	.477	.656	.793	.729	.562	.667	.416	.516	.204	.245	.163
214	yudixie_resnet18_distance_rotation_0_240719 Yudi Xie	.195	.252	.338	.249	.763	.892	.822	.882	.746	.954	.950	.999	.886	.583	.751	.414	.929	.859	.949	.978	.675	.821	.726	.656	.498	.779	.552	.867	.919	.860	.860	.626	.508	.744	.001	.116	.230	.002	.331	.560	.545	.392	.157	.000	.222	.262	X	.386	.422	.277	.178	.033	.139	.144	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.465	.291	.952	.667	.099	.120	.601	.571	.335	.138	.888	.418	.818	.409	.209	.055	.439	.337	.541	.007	X		X						X																		X
214	yudixie_resnet18_distance_translation_rotation_0_240719 Yudi Xie	.196	.256	.332	.242	.754	.873	.771	.864	.789	.924	.938	.981	.843	.593	.777	.409	.924	.863	.949	.960	.656	.758	.658	.678	.529	.770	.583	.814	.912	.829	.829	.633	.519	.748	.000	.129	.256	.002	.337	.566	.559	.380	.181	.000	.224	.254	X	.414	.425	.267	.190	.019	.137	.137	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.476	.845	.358	.177	.486	.261	.728	.631	.819	.372	.529	.343	.230	.225	.657	.056	.403	.323	.482	.023	X		X						X																		X
214	yudixie_resnet18_random_0_240719 Yudi Xie	.203	.267	.440	.270	.793	.784	.809	.610	.877	.835	.785	.958	.613	.620	.697	.543	.963	.967	.962	.960	.613	.646	.796	.499	.512	.849	.684	.924	.938	.774	.774	.948	.969	.927	.258	.188	.120	.255	.253	.418	.356	.244	.076	.169	.186	.027	X	.165	.221	.237	.144	.505	.139	.045	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.399	.264	.146	.288	.050	.426	.583	1.0	.027	.718	.643	.430	.667	.023	.329	.023	.641	.820	.462	.001	X		X						X																		X
214	yudixie_resnet50_distance_rotation_0_240908 Yudi Xie	.202	.266	.346	.274	.763	.934	.930	.925	.884	.968	.911	.991	.932	.517	.641	.394	.895	.805	.887	.993	.688	.766	.651	.694	.640	.831	.686	.831	.976	.860	.860	.618	.506	.730	.000	.130	.258	.001	.351	.568	.596	.429	.156	.007	.237	.253	X	.395	.418	.356	.239	.002	.139	.186	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.384	.110	.706	.074	.296	.288	.126	.232	.191	1.0	.395	.311	.906	.304	.443	.047	.492	.486	.498	.002	X		X						X																		X
231	vonegrcnn_47e Simone Poetto	.189	.289	.331	.318	.676	.814	.976	.604	.935	.934	.705	.823	.718	.258	.159	.358	.753	.679	.638	.943	.630	.747	.591	.326	.855	.933	.908	.977	.916	.556	.556	.784	.712	.856		.155	.311		.390	.580	.645	.490	.233		.281		X	.529	.539	.518	.377		.089	.517	.198	.284	.096	.121	.076	.456	.354	.327	.228	.043	.141	.147	.065	.081	.500	.063	.202	.174																														.421	.699	.401	.344	.352	.419	.489	.211	.545	.969	.649	.228	.188	.539	.556	.550	.932	.245	.441	.589	.730	.660	.544	.600	.403	.440	.251	.318	.184
231	vonegrcnn_52e_full Simone Poetto	.191	.291	.328	.309	.675	.808	.968	.623	.937	.943	.714	.781	.693	.248	.162	.334	.747	.650	.640	.951	.629	.784	.550	.309	.872	.932	.917	.938	.939	.556	.556	.806	.752	.860		.152	.304		.388	.576	.645	.491	.228		.297		X	.569	.559	.538	.416		.090	.518	.199	.236	.171	.153	.070	.435	.351	.352	.215	.052	.139	.110	.070	.079	.524	.073	.229	.125																														.421	.703	.397	.338	.351	.413	.488	.215	.538	.959	.662	.226	.169	.526	.548	.523	.934	.261	.432	.573	.686	.661	.550	.598	.407	.435	.254	.320	.188
231	vonegrcnn_62e_nobn Simone Poetto	.192	.293	.327	.288	.692	.906	.963	.840	.879	.757	.955	.990	.958	.227	.140	.314	.755	.667	.623	.976	.560	.692	.515	.224	.808	.843	.925	.749	.856	.728	.728	.824	.764	.885		.157	.315		.390	.584	.646	.492	.226		.297		X	.566	.556	.538	.420		.091	.515	.213	.293	.120	.127	.077	.527	.359	.334	.252	.053	.130	.114	.088	.085	.584	.064	.232	.183																														.427	.702	.402	.344	.355	.418	.493	.216	.549	.969	.666	.223	.181	.542	.555	.548	.938	.253	.445	.583	.707	.671	.575	.595	.410	.468	.264	.336	.192
231	CLIP-RN50	.189	.284	.329	.263	.723	.890	.965	.840	.922	.882	.879	.935	.811	.726	.763	.689	.882	.804	.901	.942	.655	.755	.711	.775	.378	.819	.703	.828	.925	.514	.514	.578	.471	.685		.153	.306		.387	.588	.632	.498	.216		.267		X	.515	.522	.459	.375		.093	.225	.522	.769	.631	.317	.608	.409	.477	.464	.754	.422	.419	.331	.315	.367	.908	.630	.511	.537																														.362	.526	.238	.151	.204	.317	.278	.293	.578	.908	.839	.184	.481	.376	.447	.467	.896	.692	.379	.627	.696	.725	.481	.824	.340	.471	.177	.211	.142
231	CORnet-S Martin Schrimpf	.189	.288	.332	.294	.702	.870	.962	.806	.667	.933	.905	.999	.816	.487	.585	.389	.809	.738	.796	.894	.658	.807	.762	.723	.341	.774	.570	.912	.839	.602	.602	.715	.656	.773		.109	.218		.388	.581	.634	.490	.236		.324		.305	.541	.534	.501	.388		.089	.545	.166	.314	.052	.175	.091	.297	.304	.276	.292	.051	.097	.051	.052	.094	.353	.078	.236	.005																														.391	.692	.347	.237	.321	.402	.426	.213	.546	.972	.762	.177	.250	.529	.539	.540	.912	.372	.422	.620	.707	.655	.463	.600	.366	.394	.156	.181	.130
231	densenet-121-keras Brain-Score Team	.192	.287	.331	.277	.716	.768	.934	.703	.737	.720	.743	.845	.692	.672	.733	.611	.884	.755	.917	.980	.725	.770	.789	.821	.519	.692	.712	.724	.641	.630	.630	.645	.531	.758		.153	.306		.392	.595	.662	.492	.214		.271		X	.533	.530	.468	.366		.098	.535	.248	.448	.317	.213	.104	.346	.320	.357	.346	.015	.214	.081	.147	.164	.510	.147	.319	.173																														.358	.745	.293	.341	.349	.482			.576	.969	.880	.190	.244	.510	.506	.500	.961	.525	.453	.645	.775	.693	.419	.630	.381	.506	.175	.206	.144
231	densenet-169-keras Brain-Score Team	.193	.289	.329	.281	.707	.773	.931	.687	.797	.715	.810	.821	.652	.628	.678	.578	.870	.777	.927	.907	.642	.754	.731	.680	.403	.834	.796	.874	.831	.643	.643	.561	.451	.670		.161	.322		.396	.601	.663	.484	.231		.271		X	.548	.540	.482	.331		.097	.543	.232	.448	.324	.149	.090	.274	.311	.297	.335	.116	.203	.120	.094	.131	.531	.124	.262	.143																														.452	.759	.440	.381	.362	.511	.507	.249	.613	.975	.945	.205	.325	.515	.552	.571	.954	.544	.469	.653	.823	.719	.525	.656	.426	.560	.196	.232	.160
231	inception_v2-tf Brain-Score Team	.189	.289	.346	.284	.755	.865	.982	.843	.878	.768	.905	.911	.766	.779	.877	.681	.887	.761	.936	.965	.651	.734	.700	.762	.407	.853	.695	.919	.944	.719	.719	.531	.422	.640		.157	.313		.390	.587	.639	.497	.227		.263		X	.539	.527	.442	.332		.089	.505	.210	.344	.265	.160	.085	.309	.294	.302	.262	.022	.124	.123	.145	.149	.520	.088	.270	.112																														.446	.739	.432	.388	.331	.479	.530	.234	.593	.978	.915	.220	.188	.521	.552	.550	.950	.422	.474	.650	.804	.695	.550	.641	.401	.575	.232	.283	.181
231	inception_v3-tf Brain-Score Team	.194	.283	.330	.241	.750	.906	.984	.912	.881	.856	.911	.945	.850	.861	.970	.752	.845	.703	.883	.950	.661	.809	.703	.749	.383	.754	.720	.855	.688	.710	.710	.515	.438	.592		.153	.307		.385	.596	.627	.476	.227		.263		X	.545	.522	.423	.351		.104	.477	.356	.657	.511	.311	.140	.377	.375	.395	.519	.135	.299	.251	.237	.264	.663	.172	.391	.348																														.464	.780	.464	.442	.351	.504	.557	.250	.600	.986	.948	.220	.263	.495	.539	.585	.971	.497	.449	.616	.807	.713	.500	.632	.444	.542	.225	.270	.180
231	inception_v4-tf Brain-Score Team	.191	.271	.322	.238	.727	.878	.996	.843	.892	.831	.913	.865	.804	.724	.780	.669	.899	.769	.953	.974	.625	.709	.572	.697	.522	.790	.825	.777	.769	.624	.624	.547	.440	.655		.149	.299		.372	.574	.608	.480	.198		.242		X	.526	.510	.381	.279		.111	.537	.351	.591	.606	.210	.148	.443	.423	.445	.547	.089	.295	.214	.209	.204	.658	.153	.411	.330																														.491	.802	.509	.499	.406	.546	.584	.291	.620	.986	.958	.227	.338	.464	.545	.569	.982	.527	.472	.639	.830	.766	.531	.680	.399	.627	.232	.278	.185
231	mobilenet_v2_1.4_224-tf Brain-Score Team	.187	.289	.333	.257	.741	.879	.848	.811	.915	.927	.915	.984	.755	.519	.648	.389	.865	.747	.926	.923	.737	.861	.908	.776	.404	.684	.620	.773	.660	.792	.792	.710	.617	.802		.160	.321		.377	.566	.619	.471	.227		.286		X	.554	.545	.501	.402		.085	.500	.179	.363	.050	.189	.076	.208	.296	.272	.336	.019	.133	.006	.020	.153	.534	.098	.288	.008																														.405	.750	.362	.262	.320	.420	.444	.221	.546	.969	.796	.162	.331	.484	.528	.525	.943	.353	.410	.608	.682	.684	.412	.599	.383	.414	.147	.175	.119
231	resnet-50_v1-tf Brain-Score Team	.192	.295	.341	.274	.748	.919	.964	.909	.926	.919	.923	.928	.861	.789	.845	.733	.921	.838	.950	.975	.645	.724	.593	.695	.570	.829	.706	.898	.883	.589	.589	.545	.452	.639		.158	.317		.390	.594	.650	.495	.208		.291		X	.555	.545	.530	.406		.090	.526	.195	.395	.182	.180	.039	.359	.317	.316	.267	.022	.167	.066	.107	.118	.474	.067	.233	.000																														.414	.752	.386	.302	.339	.429	.472	.205	.557	.977	.811	.178	.175	.544	.537	.588	.946	.300	.422	.614	.720	.692	.531	.599	.378	.463	.170	.203	.137
231	resnet50 jfeather	.194	.289	.340	.271	.747	.881	.996	.822	.880	.907	.874	.877	.807	.780	.823	.738	.938	.894	.948	.971	.640	.770	.625	.663	.502	.796	.764	.858	.767	.606	.606	.591	.462	.721		.143	.287		.402	.614	.662	.527	.206		.273		X	.510	.524	.517	.360		.099	.484	.305	.631	.345	.233	.077	.344	.363	.346	.475	.040	.251	.170	.185	.206	.773	.135	.362	.244																														.378	.729	.370	.283	.330	.430	.437	.243	.547	.964	.771	.192	.212	.485	.531	.529	.950	.352	.446	.613	.711	.690	.450	.625	.359	.427	X
231	resnet50_l2_3_robust jfeather	.193	.310	.383	.375	.775	.846	.967	.825	.805	.794	.907	.835	.792	.818	.870	.767	.871	.761	.865	.986	.632	.739	.597	.649	.545	.853	.897	.667	.996	.788	.788	.615	.520	.710		.192	.384		.383	.591	.641	.496	.189		.282		X	.542	.522	.532	.375		.076	.475	.133	.146	.121	.155	.055	.272	.266	.273	.065	.056	.110	.060	.095	.073	.297	.045	.121	.046																														.407	.568	.291	.256	.289	.252	.369	.095	.508	.889	.281	.467	.306	.603	.512	.552	.823	.248	.431	.592	.570	.518	.575	.601	.399	.273	.571	.704	.439
231	resnet50_random_l2_perturb jfeather	.193	.287	.326	.264	.715	.870	.969	.810	.905	.873	.853	.901	.780	.743	.761	.725	.907	.794	.943	.985	.613	.740	.596	.623	.493	.778	.764	.849	.721	.540	.540	.554	.437	.671		.150	.300		.396	.601	.652	.526	.200		.275		X	.512	.524	.533	.358		.100	.515	.284	.617	.274	.220	.098	.371	.371	.286	.497	.077	.126	.159	.227	.223	.535	.161	.351	.245																														.035																										.173	.207	.138
231	resnet50_random_linf8_perturb jfeather	.192	.290	.333	.264	.734	.875	.992	.838	.876	.825	.900	.900	.795	.718	.756	.679	.946	.883	.970	.986	.628	.721	.607	.701	.484	.784	.732	.877	.743	.640	.640	.546	.434	.659		.151	.303		.395	.605	.653	.511	.208		.279		X	.519	.533	.536	.368		.095	.515	.245	.427	.017	.177	.114	.393	.405	.319	.326	.024	.140	.151	.260	.152	.737	.136	.262	.122																														.046																										.230	.285	.174
231	yudixie_resnet18_distance_translation_0_240719 Yudi Xie	.191	.256	.340	.241	.760	.897	.921	.871	.771	.973	.936	.982	.826	.582	.747	.417	.933	.913	.951	.935	.673	.797	.677	.702	.516	.806	.650	.803	.966	.810	.810	.616	.505	.727	.018	.129	.254	.005	.330	.550	.534	.382	.175	.009	.223	.270	X	.399	.414	.272	.207	.001	.126	.046	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.473	1.0	.261	.691	.163	.630	.152	.484	.159	.502	.862	.390	.113	1.0	.222	.046	.411	.302	.521	.033	X		X						X																		X
231	yudixie_resnet18_translation_rotation_0_240719 Yudi Xie	.191	.255	.342	.235	.783	.916	.941	.946	.843	.931	.838	1.000	.911	.589	.760	.417	.941	.881	.968	.972	.717	.824	.758	.710	.578	.819	.635	.859	.965	.806	.806	.690	.594	.787	.007	.127	.251	.003	.327	.558	.549	.372	.154	.003	.225	.264	X	.401	.434	.294	.173	.009	.127	.082	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.388	.082	1.0	.349	.121	.098	.338	.631	.036	.337	.709	.231	1.0	.225	.270	.028	.519	.508	.531	.002	X		X						X																		X
231	yudixie_resnet50_distance_reg_0_240908 Yudi Xie	.191	.259	.338	.277	.736	.922	.936	.924	.861	.942	.888	.999	.901	.493	.591	.394	.840	.749	.795	.976	.667	.791	.671	.714	.491	.797	.669	.792	.929	.818	.818	.618	.501	.735	.001	.129	.255	.003	.346	.560	.597	.414	.150	.008	.222	.083	X	.371	.452	.364	.267	.016	.124	.116	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.477	.573	.483	.736	.361	.055	.496	1.0	.524	.125	.529	.209	.230	.757	.595	.035	.365	.280	.450	.000	X		X						X																		X
231	yudixie_resnet50_rotation_reg_0_240908 Yudi Xie	.191	.277	.369	.287	.744	.951	.978	.984	.830	.987	.909	.997	.974	.532	.667	.396	.849	.748	.831	.969	.694	.752	.717	.737	.571	.868	.701	.905	.997	.665	.665	.649	.541	.756	.077	.174	.275	.073	.339	.568	.573	.406	.146	.003	.227	.173	X	.408	.447	.343	.216	.001	.105	.061	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.394	.147	.319	.195	.121	.215	.728	.283	.819	.875	.358	.430	.346	.185	.489	.013	.367	.232	.502	.007	X		X						X																		X
231	yudixie_resnet50_translation_reg_0_240908 Yudi Xie	.188	.264	.345	.278	.754	.901	.951	.892	.732	.952	.911	.992	.876	.548	.701	.394	.856	.765	.817	.984	.665	.802	.684	.685	.490	.811	.602	.886	.945	.857	.857	.640	.549	.731	.004	.136	.270	.001	.354	.574	.607	.425	.158	.004	.221	.129	X	.406	.442	.343	.227	.002	.111	-0.002	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.455	.389	.266	.839	.974	.089	.270	.172	.009	.069	.583	1.0	1.0	.034	.682	.003	.411	.324	.498	.023	X		X						X																		X
231	yudixie_resnet50_translation_rotation_0_240908 Yudi Xie	.191	.269	.345	.273	.762	.930	.922	.935	.811	.988	.932	.995	.928	.510	.626	.395	.861	.776	.828	.979	.691	.818	.701	.670	.576	.876	.710	.970	.947	.801	.801	.666	.561	.770	.000	.128	.255	.001	.351	.563	.597	.429	.163	.003	.251	.223	X	.435	.473	.363	.261	.000	.113	.095	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.357	1.0	.389	.306	.017	.973	.167	.108	.036	.358	.448	.171	.576	.225	.222	.024	.408	.341	.476	.017	X		X						X																		X
253	alexnet_l2_3_robust jfeather	.176	.292	.389	.379	.787	.877	.980	.882	.712	.862	.934	.907	.860	.824	.911	.736	.892	.820	.920	.935	.684	.717	.644	.684	.690	.829	.676	.820	.990	.693	.693	.708	.697	.720		.184	.369		.337	.498	.562	.434	.192		.259		X	.436	.486	.534	.357		.059	.363	.109	.060	.115	.110	.092	.250	.255	.132	.003	.090	.070	.087	.098	.044	.214	.038	.103	.098																														.311	.399	.204	.215	.193	.136	.272	.035	.393	.767	.195	.399	.281	.527	.433	.425	.673	.142	.291	.494	.327	.346	.519	.379	.306	.180	.522	.672	.372
253	briaai_rmbg_1_4 Brain-Score Team	.180	.250	.324	.293	.678	.871	.833	.941	.731	.923	.819	.927	.926	.601	.641	.562	.892	.772	.915	.989	.528	.585	.509	.472	.548	.741	.560	.738	.925	.490	.490	.619	.572	.665	.000	.164	.312	.016	.259	.452	.409	.291	.136	.007	.254	.139	X	.372	.398	.431	.294	.142	.111	.041	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.415	.389	.060	.061	.041	.103	.777	.591	.118	.825	.334	.311	1.0	.370	.831	.045	.380	.437	.323	.005	X		X						X																		X
253	grcnn_robust_v1 Simone Azeglio	.178	.286	.339	.274	.744	.893	.958	.921	.821	.861	.883	.919	.887	.600	.704	.497	.915	.812	.957	.975	.669	.772	.696	.680	.528	.878	.792	.888	.954	.663	.663	.587	.489	.685		.151	.303		.385	.595	.617	.469	.246		.267		X	.469	.531	.487	.382		.069	.554
253	grcnn_v2_text_noise Simone Azeglio	.176	.294	.357	.303	.769	.907	.956	.898	.927	.918	.875	.912	.866	.567	.672	.462	.947	.892	.969	.979	.718	.813	.764	.715	.579	.859	.691	.885	.999	.760	.760	.625	.508	.742		.160	.319		.389	.597	.631	.473	.243		.269		X	.513	.520	.471	.380		.058	.461
253	inception_v1-tf Brain-Score Team	.183	.278	.293	.259	.619	.757	.894	.600	.745	.708	.759	.986	.610	.216	.276	.156	.819	.778	.884	.795	.638	.711	.639	.826	.376	.722	.466	.785	.916	.404	.404	.778	.943	.613		.155	.311		.391	.589	.649	.488	.231		.275		X	.488	.523	.498	.413		.087	.518	.178	.288	.242	.154	.091	.223	.289	.250	.296	.030	.144	.069	.078	.098	.362	.073	.266	.067																														.408	.698	.372	.316	.274	.429	.470	.191	.578	.955	.859	.215	.250	.520	.533	.554	.925	.461	.410	.653	.766	.662	.519	.626	.395	.524	.200	.228	.172
253	konkle_alexnetgn_ipcl_ref12_supervised_ipcl_aug jfeather	.177	.286	.321	.322	.641	.899	.947	.900	.913	.894	.881	.873	.885	.742	.730	.753	.783	.571	.820	.957	.530	.481	.422	.596	.622	.803	.749	.789	.873	.309	.309	.422	.399	.445		.164	.327		.374	.582	.638	.458	.192		.287		X	.545	.553	.503	.406		.067	.370	.169	.311	.328	.181	.099	.264	.294	.244	.238	.073	.049	.091	.127	.073	.228	.046	.096	.136
253	mobilenet_v2_0.5_224-tf Brain-Score Team	.177	.281	.328	.229	.756	.760	.803	.597	.872	.812	.670	.986	.582	.881	.938	.824	.900	.888	.947	.864	.644	.708	.798	.653	.418	.802	.812	.900	.694	.718	.718	.585	.480	.690		.154	.308		.369	.569	.601	.456	.217		.271		X	.533	.534	.504	.328		.074	.488	.103	.150	.152	.153	.055	.156	.143	.080	.145	.018	.084	.003	.014	.055	.336	.051	.090	.056																														.347	.654	.231	.105	.207	.315	.297	.154	.496	.923	.647	.205	.369	.489	.473	.471	.896	.386	.346	.503	.548	.602	.431	.520	.360	.258	.198	.236	.161
253	mobilenet_v2_0.75_192-tf Brain-Score Team	.181	.287	.343	.245	.783	.863	.724	.830	.880	.991	.873	.986	.757	.673	.841	.505	.866	.716	.925	.958	.731	.854	.841	.770	.457	.738	.719	.776	.720	.803	.803	.809	.762	.855		.153	.306		.371	.573	.611	.431	.238		.281		X	.550	.538	.513	.363		.075	.524	.072	.072	.013	.090	.055	.111	.124	.090	.100	.019	.095	.001	.002	.064	.231	.049	.064	.048																														.375	.687	.279	.186	.229	.340	.360	.165	.526	.941	.651	.212	.369	.529	.500	.492	.905	.358	.360	.575	.641	.626	.438	.557	.422	.369	.219	.266	.173
253	mobilenet_v2_0.75_224-tf Brain-Score Team	.179	.281	.307	.236	.684	.619	.697	.490	.834	.437	.838	.643	.397	.908	.847	.968	.685	.393	.723	.940	.595	.664	.800	.580	.336	.747	.815	.626	.799	.630	.630	.601	.528	.675		.158	.316		.383	.586	.618	.472	.239		.276		X	.535	.543	.502	.352		.078	.533	.090	.159	.014	.132	.063	.058	.114	.090	.212	.036	.069	.006	.023	.067	.266	.056	.111	.047																														.368	.698	.266	.152	.231	.355	.326	.187	.518	.939	.640	.180	.362	.472	.483	.483	.918	.400	.361	.556	.627	.633	.456	.573	.416	.314	.170	.202	.138
253	mobilenet_v2_1.0_160-tf Brain-Score Team	.177	.279	.305	.239	.675	.911	.905	.892	.889	.907	.896	.986	.901	.216	.275	.156	.894	.870	.923	.889	.720	.830	.919	.611	.519	.798	.592	.874	.928	.471	.471	.714	.736	.693		.161	.322		.374	.570	.619	.440	.241		.277		X	.550	.545	.506	.338		.074	.472	.123	.177	.070	.137	.055	.229	.225	.231	.157	.055	.109	.017	.065	.096	.296	.058	.092	.020																														.379	.688	.300	.193	.259	.354	.393	.162	.526	.964	.661	.202	.300	.491	.519	.527	.936	.303	.369	.569	.620	.641	.475	.604	.410	.359	.220	.275	.165
253	mobilenet_v2_1.0_192-tf Brain-Score Team	.179	.279	.300	.216	.685	.850	.948	.754	.833	.844	.855	.986	.730	.960	.968	.953	.735	.679	.654	.872	.531	.503	.687	.672	.263	.732	.675	.868	.653	.552	.552	.436	.293	.579		.161	.322		.375	.572	.614	.439	.252		.278		X	.547	.549	.500	.349		.078	.503	.124	.161	.056	.125	.034	.318	.189	.252	.187	.034	.085	.040	.017	.069	.384	.062	.098	.004																														.390	.707	.302	.217	.240	.366	.386	.176	.536	.967	.705	.221	.306	.520	.512	.519	.936	.325	.389	.584	.637	.629	.456	.580	.422	.404	.230	.278	.182
253	mobilenet_v2_1.0_224-tf Brain-Score Team	.184	.285	.321	.245	.718	.895	.852	.951	.876	.830	.871	.995	.893	.526	.663	.389	.735	.640	.685	.881	.709	.783	.844	.851	.358	.699	.592	.714	.791	.776	.776	.683	.583	.783		.166	.331		.373	.573	.609	.469	.216		.280		X	.546	.534	.492	.390		.083	.521	.141	.168	.070	.153	.069	.194	.180	.251	.225	.050	.135	.047	.047	.130	.360	.072	.201	.046																														.382	.718	.287	.166	.248	.377	.358	.209	.528	.966	.733	.177	.300	.455	.520	.519	.943	.331	.364	.588	.664	.655	.450	.595	.385	.326	.168	.203	.133
253	mobilenet_v2_1.3_224-tf Brain-Score Team	.183	.286	.315	.253	.690	.931	.935	.893	.909	.942	.925	.986	.930	.563	.701	.426	.770	.704	.711	.894	.696	.867	.762	.753	.403	.592	.740	.399	.636	.838	.838	.440	.372	.508		.166	.332		.381	.575	.625	.473	.233		.281		X	.543	.546	.506	.371		.080	.500	.142	.343	.019	.152	.055	.206	.198	.240	.295	.035	.091	.028	.003	.109	.358	.090	.176	.010																														.397	.744	.345	.253	.305	.399	.421	.207	.542	.969	.706	.156	.362	.475	.527	.535	.939	.316	.421	.597	.679	.690	.494	.571	.370	.407	.144	.175	.113
253	nasnet_mobile-tf Brain-Score Team	.176	.282	.345	.272	.763	.797	.931	.681	.898	.821	.769	.812	.664	.849	.869	.828	.944	.884	.960	.988	.744	.784	.736	.812	.644	.795	.770	.895	.720	.658	.658	.557	.445	.669		.137	.273		.371	.566	.609	.488	.194		.276		X	.536	.537	.484	.371		.070	.406	.156	.309	.158	.101	.055	.132	.169	.168	.401	.041	.113	.097	.086	.121	.328	.104	.185	.078																														.381	.740	.311	.226	.218	.390	.409	.187	.489	.931	.781	.177	.225	.393	.430	.408	.914	.364	.361	.470	.609	.625	.325	.542	.354	.395	.179	.220	.138
253	resnet-101_v2-tf Brain-Score Team	.182	.295	.343	.274	.756	.827	.960	.790	.830	.783	.866	.827	.732	.966	.984	.948	.907	.808	.921	.992	.729	.661	.731	.977	.545	.691	.779	.674	.620	.699	.699	.474	.354	.594		.166	.332		.392	.599	.632	.479	.248		.279		X	.527	.539	.503	.383		.069	.555																																																.473	.774	.468	.462	.354	.495	.561	.251	.625	.980	.948	.242	.281	.515	.577	.602	.963	.533	.505	.680	.812	.733	.544	.652	.466	.599	.248	.293	.203
253	resnet-18-LC_w_sh_1_iter_conv_init_m Roman Pogodin	.176	.300	.359	.295	.783	.933	.962	.879	.898	.934	.984	.994	.879	.695	.834	.556	.938	.897	.932	.986	.621	.652	.508	.569	.758	.926	.885	.942	.951	.798	.798	.570	.478	.662		.166	.332		.380	.577	.632	.483	.210		.294		X	.561	.548	.557	.391		.051	.410	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
253	resnet50_byol jfeather	.183	.271	.325	.221	.754	.914	.965	.892	.903	.934	.901	.935	.868	.803	.865	.740	.909	.809	.926	.990	.627	.798	.606	.535	.568	.853	.828	.870	.862	.557	.557	.614	.523	.705		.143	.285		.365	.560	.612	.489	.163		.252		X	.494	.494	.445	.328		.096	.511	.255	.521	.367	.254	.133	.251	.337	.255	.407	.073	.274	.050	.134	.144	.465	.118	.314	.231																														.102		.311	.269	.234	.351	.392																				.197	.270	.124
253	resnet50_finetune_cutmix_AVGe2e3_robust_linf8255_e0_247x234 Alexander Riedel	.184	.301	.389	.394	.774	.876	.954	.833	.921	.855	.892	.895	.785	.682	.755	.609	.872	.759	.867	.990	.631	.667	.624	.731	.501	.899	.812	.896	.987	.818	.818	.638	.568	.709		.180	.360		.371	.577	.630	.442	.207		.263		X	.515	.486	.473	.366		.067	.536																																																.221	.413	.157	.113	.127	.152	.236	.125																			.410	.564	.257
253	resnet50_linf_8_robust jfeather	.181	.289	.381	.365	.778	.857	.987	.817	.870	.839	.871	.828	.787	.769	.792	.746	.915	.818	.953	.974	.658	.751	.597	.679	.607	.838	.923	.596	.994	.783	.783	.627	.558	.697		.148	.297		.362	.553	.598	.478	.183		.265		X	.496	.487	.521	.349		.073	.452	.130	.104	.116	.173	.055	.287	.195	.257	.064	.089	.107	.073	.119	.061	.349	.042	.094	.026																														.368	.463	.226	.210	.211	.187	.297	.070	.465	.812	.172	.505	.325	.557	.470	.485	.771	.241	.349	.564	.536	.440	.537	.595	.388	.158	.616	.750	.482
253	resnet50_moco_v2 jfeather	.182	.275	.314	.246	.696	.790	.954	.658	.894	.826	.794	.782	.624	.735	.708	.762	.937	.864	.956	.990	.705	.638	.764	.909	.511	.756	.797	.834	.637	.409	.409	.542	.407	.678		.144	.288		.377	.580	.631	.496	.178		.267		X	.536	.523	.453	.358		.088	.469	.235	.504	.400	.191	.063	.256	.364	.282	.495	.041	.232	.108	.094	.105	.285	.088	.272	.209																														.373	.622	.299	.260	.206	.343	.387	.159	.557	.975	.900	.203	.231	.487	.520	.512	.943	.491	.431	.572	.696	.691	.431	.529	.346	.501	.230	.296	.165
253	texture_shape_resnet50_trained_on_SIN jfeather	.179	.289	.347	.283	.759	.840	.950	.791	.861	.852	.786	.871	.769	.841	.914	.768	.903	.796	.945	.967	.678	.864	.738	.636	.475	.874	.737	.900	.984	.555	.555	.625	.511	.739		.158	.317		.385	.592	.636	.512	.185		.263		X	.493	.515	.475	.361		.070	.415	.148	.182	.122	.202	.092	.286	.178	.295	.119	.033	.071	.067	.044	.064	.358	.042	.321	.036																														X																										X
253	vgg-16-keras Brain-Score Team	.184	.294	.358	.355	.720	.890	.984	.916	.778	.895	.836	.948	.874	.692	.792	.592	.877	.785	.873	.973	.678	.686	.658	.918	.450	.901	.857	.859	.987	.535	.535	.468	.376	.559		.168	.336		.388	.620	.646	.451	.222		.263		X	.518	.514	.452	.354		.073	.461	.124	.211	.155	.146	.062	.197	.204	.130	.155	.066	.097	.052	.047	.084	.298	.063	.102	.045																														.345	.715	.341	.267	.275	.393	.428		.540	.969	.863	.157	.237	.459	.486	.492	.923	.486	.379	.580	.661	.655	.475	.583	.306	.464	.132	.155	.109
253	vgg-19-keras Brain-Score Team	.183	.291	.361	.347	.735	.843	.963	.818	.776	.889	.774	.873	.810	.623	.712	.534	.836	.777	.788	.944	.721	.928	.839	.803	.313	.834	.901	.617	.985	.801	.801	.483	.393	.573		.171	.341		.376	.610	.615	.433	.224		.256		X	.496	.504	.433	.360		.075	.494	.104	.188	.114	.127	.055	.179	.136	.151	.107	.072	.111	.069	.053	.057	.081	.040	.134	.091																														.384	.711	.345	.253	.287	.403	.439	.155	.556	.969	.871	.172	.244	.482	.494	.483	.927	.536	.398	.602	.691	.655	.481	.610	.371	.469	.154	.180	.128
253	yudixie_resnet18_distance_reg_0_240719 Yudi Xie	.180	.249	.335	.237	.766	.845	.849	.742	.676	.976	.961	.997	.715	.597	.796	.399	.933	.931	.986	.882	.677	.828	.707	.611	.564	.866	.740	.890	.968	.817	.817	.623	.513	.734	.001	.113	.223	.003	.330	.555	.548	.379	.169	.000	.219	.278	X	.366	.402	.255	.171	.060	.110	.129	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.358	.068	.236	.425	.074	.288	.104	.155	.102	.337	.448	.706	.443	.820	.800	.070	.318	.167	.470	.006	X		X						X																		X
253	yudixie_resnet18_translation_reg_0_240719 Yudi Xie	.182	.250	.332	.248	.743	.922	.916	.966	.801	.987	.849	1.000	.938	.590	.755	.426	.929	.863	.950	.974	.619	.711	.582	.672	.509	.748	.586	.739	.919	.803	.803	.589	.469	.708	.004	.123	.246	.000	.329	.558	.545	.370	.172	.001	.215	.247	X	.400	.417	.268	.150	.023	.114	.032	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.455	.845	.159	.691	.327	.725	.481	.722	.017	.554	.294	.095	.470	.551	.443	.009	.405	.326	.484	.009	X		X						X																		X
253	yudixie_resnet50_distance_translation_0_240908 Yudi Xie	.181	.269	.346	.269	.769	.916	.927	.912	.781	.959	.945	.998	.892	.526	.660	.392	.916	.849	.912	.989	.681	.785	.699	.704	.536	.834	.680	.855	.967	.846	.846	.663	.558	.768	.000	.137	.271	.003	.354	.578	.600	.427	.159	.007	.239	.180	X	.437	.471	.344	.237	.001	.093	.027	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.221	.082	.430	.237	.037	.073	.298	.256	.041	.205	.242	.281	.230	.310	.377	.040	.457	.365	.549	.000	X		X						X																		X
279	0.5x_resnet-18_LC_w_sh_1_iter Roman Pogodin	.167	.294	.341	.338	.686	.849	.921	.813	.655	.801	.904	.988	.858	.488	.585	.390	.819	.679	.813	.965	.575	.686	.579	.605	.429	.841	.716	.965	.840	.608	.608	.624	.564	.684		.169	.339		.374	.574	.614	.475	.209		.290		X	.531	.550	.546	.402		.040	.255	.067	.084	.006	.146	.078	.160	.142	.121	.009	.014	.028	.014	.038	.070	.148	.034	.025	.021																														.301	.566	.244	.141	.237	.243	.355	.097	.423	.912	.502	.159	.163	.500	.458	.456	.834	.158	.365	.406	.409	.490	.375	.455	.289	.265	.177	.231	.122
279	AT_efficientnet-b4 Joel Dapello	.165	.227	.082	.246																																.170	.339		.367	.549	.629	.477	.178		.289		X	.559	.555	.543	.364		.102	.503	.315	.450	.155	.213	.107	.619	.559	.597	.353	.083	.258	.250	.189	.115	.521	.138	.443	.309																														.549	.718	.533	.548	.463	.540	.580	.265	.681	.981	.795	.444	.600	.603	.620	.683	.973	.503	.540	.678	.834	.719	.606	.736	.599	.656	.548	.680	.415
279	AdvProp_efficientnet-b0 Joel Dapello	.166	.271	.287	.244	.619	.818	.768	.796	.826	.758	.854	.986	.738	.619	.814	.423	.644	.503	.653	.775	.499	.405	.630	.666	.295	.781	.627	.890	.825	.440	.440	.529	.412	.646		.135	.269		.383	.569	.638	.490	.220		.280		X	.540	.553	.525	.340		.061	.396	.092	.115	.044	.135	.055	.140	.118	.151	.085	.056	.055	.031	.038	.078	.243	.039	.114	.073																														.459	.724	.474	.476	.388	.503	.527	.220	.620	.984	.860	.243	.388	.516	.578	.604	.968	.441	.459	.648	.802	.757	.537	.686	.521	.551	.260	.314	.207
279	BiT-M-R101x3 Violet Xiang	.171	.278	.322	.279	.687	.818	.925	.732	.859	.842	.885	.786	.698	.671	.758	.584	.904	.960	.842	.911	.723	.778	.692	.880	.542	.815	.772	.900	.773	.339	.339	.538	.481	.595		.161	.323		.379	.584	.645	.461	.205		.248		X	.521	.513	.388	.311		.064	.509																																																X		X																								X
279	BiT-M-R152x2 Violet Xiang	.165	.272	.314	.277	.666	.764	.831	.641	.873	.826	.811	.711	.658	.635	.729	.541	.860	.906	.833	.843	.727	.819	.735	.951	.402	.824	.742	.907	.825	.328	.328	.524	.410	.639		.160	.320		.368	.569	.636	.430	.205		.244		X	.515	.502	.380	.311		.059	.472	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
279	BiT-M-R152x4 Violet Xiang	.169	.278	.325	.290	.685	.822	.892	.721	.914	.870	.802	.857	.697	.847	.900	.794	.914	.877	.937	.927	.663	.577	.599	.790	.686	.723	.673	.694	.802	.268	.268	.560	.436	.683		.162	.324		.363	.555	.633	.438	.189		.262		X	.508	.512	.497	.317		.060	.477																																																X		X																								X
279	BiT-M-R50x1 Violet Xiang	.170	.278	.320	.274	.685	.773	.924	.613	.881	.930	.597	.820	.648	.455	.398	.512	.920	.913	.897	.949	.754	.730	.839	.921	.524	.799	.722	.833	.841	.497	.497	.596	.481	.711		.156	.312		.375	.574	.626	.457	.219		.261		X	.543	.528	.440	.319		.062	.499	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
279	BiT-M-R50x3 Violet Xiang	.168	.270	.301	.253	.651	.940	.981	.961	.891	.939	.907	.982	.916	.552	.567	.537	.815	.698	.753	.993	.634	.773	.658	.535	.570	.860	.690	.920	.969	.204	.204	.552	.437	.667		.145	.289		.362	.548	.615	.437	.211		.272		X	.554	.528	.456	.363		.065	.523	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
279	FrankRobWobv0 Tahereh Toosi	.166	.311	.363	.374	.715	.792	.954	.727	.842	.774	.807	.735	.705	.847	.914	.780	.695	.536	.613	.936	.671	.615	.684	.973	.411	.612	.647	.567	.623	.815	.815	.576	.516	.636		.201	.402		.426	.608	.632	.548	.342		.254		X	.443	.478	.496	.362		.021	.167	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
279	alexnet Mike Ferguson	.171	.281	.338	.316	.699	.899	.931	.866	.869	.940	.875	.900	.910	.507	.628	.386	.841	.723	.870	.931	.623	.687	.541	.879	.387	.858	.802	.934	.839	.382	.382	.783	.896	.670		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.284	.519	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
279	alexnet Agrim	.171	.281	.338	.316	.699	.899	.931	.865	.868	.941	.877	.900	.911	.507	.629	.385	.842	.724	.870	.933	.624	.687	.543	.878	.387	.857	.802	.930	.840	.381	.381	.784	.897	.670		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.126								.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
279	alexnet Agrim Sharma	.171	.281	.338	.316	.699	.898	.930	.865	.869	.940	.875	.900	.910	.506	.627	.385	.841	.724	.868	.930	.625	.689	.543	.881	.387	.859	.802	.934	.841	.380	.380	.783	.896	.669		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.126								.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
279	alexnet Mauro Sylos Labini	.171	.281	.339	.316	.700	.899	.931	.865	.869	.941	.876	.901	.912	.508	.631	.386	.842	.724	.869	.932	.625	.687	.545	.881	.387	.859	.802	.934	.840	.381	.381	.784	.897	.671		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.230	.519							.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
279	alexnet braincog	.171	.281	.338	.316	.699	.898	.929	.865	.869	.941	.874	.901	.911	.505	.625	.385	.842	.723	.870	.932	.624	.687	.543	.877	.387	.860	.802	.938	.840	.382	.382	.785	.898	.671		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.039																										.195	.239	.151
279	alexnet jfeather	.169	.278	.316	.268	.679	.920	.987	.926	.835	.875	.903	.996	.919	.789	.868	.710	.753	.494	.791	.974	.507	.442	.404	.710	.472	.665	.475	.632	.888	.710	.710	.408	.375	.442		.173	.345		.368	.575	.629	.462	.174		.254		X	.495	.485	.450	.347		.061	.359	.128	.163	.182	.121	.076	.290	.260	.204	.082	.023	.079	.084	.082	.069	.246	.047	.132	.034																														.245	.538	.186	.091	.174	.212	.266	.069	.430	.847	.410	.200	.306	.436	.411	.410	.768	.294	.312	.558	.532	.479	.381	.456	.299	.212	X
279	alexnet Jerry Ngo	.171	.281	.338	.316	.699	.899	.931	.864	.868	.940	.876	.900	.911	.506	.627	.385	.841	.724	.869	.931	.624	.687	.542	.881	.388	.858	.802	.933	.840	.382	.382	.783	.896	.670		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038
279	alexnet Shreya Kapoor	.171	.281	.338	.316	.699	.899	.931	.865	.869	.940	.877	.900	.911	.507	.628	.386	.841	.724	.868	.933	.624	.687	.542	.881	.387	.858	.802	.934	.839	.381	.381	.784	.898	.669		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.284	.519	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
279	alexnet-baseline Brain-Score Team	.171	.281	.338	.316	.699	.899	.931	.864	.869	.940	.877	.900	.912	.507	.629	.385	.843	.724	.871	.933	.624	.687	.542	.880	.387	.858	.800	.932	.840	.381	.381	.783	.896	.670		.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.284	.519	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
279	alexnet_random_l2_3_perturb jfeather	.170	.280	.317	.279	.673	.913	.972	.934	.805	.893	.902	.984	.903	.756	.801	.710	.786	.568	.828	.962	.527	.490	.451	.717	.451	.618	.444	.552	.858	.656	.656	.453	.425	.481		.173	.346		.368	.577	.621	.461	.179		.264		X	.504	.506	.476	.359		.060	.366	.115	.152	.148	.142	.056	.210	.215	.190	.049	.004	.070	.123	.098	.050	.247	.046	.107	.047																														.044																										.218	.268	.168
279	alexnet_random_linf8_perturb jfeather	.166	.269	.301	.258	.644	.890	.916	.921	.810	.932	.883	.905	.864	.301	.404	.198	.756	.697	.705	.867	.454	.818	.358	.301	.340	.865	.764	.920	.912	.438	.438	.805	.851	.758		.147	.293		.370	.579	.622	.463	.187		.258		X	.501	.494	.465	.344		.063	.371	.133	.162	.155	.153	.038	.260	.314	.228	.086	.037	.049	.119	.140	.058	.257	.045	.113	.041																														.293	.548	.197	.107	.181	.224	.277	.072	.431	.864	.435	.202	.263	.431	.420	.412	.779	.350	.296	.530	.532	.489	.331	.466	.305	.221	.216	.268	.164
279	alexnet_reduced_aliasing_early_checkpoint jfeather	.167	.276	.341	.341	.683	.851	.947	.889	.829	.738	.683	.998	.874	.271	.276	.265	.910	.908	.906	.917	.705	.654	.752	.789	.624	.864	.911	.842	.839	.396	.396	.787	.944	.629		.180	.361		.338	.542	.588	.415	.144		.246		X	.457	.483	.440	.344		.057	.348	.111	.137	.131	.155	.076	.252	.308	.174	.036	.059	.063	.031	.088	.056	.143	.048	.097	.031																														.055																										.273	.350	.196
279	cornet_s jfeather	.172	.260	.325	.278	.697	.848	.952	.808	.635	.869	.869	1.000	.803	.446	.524	.368	.828	.729	.845	.911	.646	.776	.734	.736	.338	.789	.487	.909	.972	.638	.638	.684	.593	.775		.119	.238		.371	.581	.619	.491	.166		.226		X	.485	.479	.361	.256		.083	.465	.203	.445	.139	.191	.092	.293	.361	.263	.364	.046	.124	.109	.089	.133	.375	.117	.299	.011																														X																										X
279	imagenet_l2_10_0 Guy Gaziv	.169	.289	.390	.389	.780	.865	.997	.831	.853	.802	.870	.890	.810	.858	.830	.887	.798	.712	.712	.969	.675	.718	.631	.735	.617	.808	.782	.640	1.0	.807	.807	.651	.579	.723		.182	.364		.342	.533	.572	.443	.162		.243		X	.411	.449	.529	.312		.048	.310	.074	.041	.108	.034	.055	.132	.149	.089	.017	.094	.086	.089	.018	.035	.073	.028	.097	.105																														.348	.360	.218	.186	.244	.166	.277	.033	.463	.781	.198	.532	.344	.625	.517	.556	.718	.178	.425	.523	.425	.420	.613	.479	.338	.201	.667	.819	.515
279	inception_resnet_v2 Brain-Score Team	.170	.278	.301	.233	.669	.706	.941	.554	.851	.683	.728	.662	.521	.863	.854	.871	.849	.740	.894	.914	.731	.868	.930	.835	.291	.654	.714	.708	.541	.382	.382	.498	.415	.580		.160	.319		.386	.583	.639	.480	.226		.268		X	.543	.518	.453	.360		.062	.499																																																.376	.804	.521	.523	.414	.553	.594	.304																			.252	.296	.208
279	konkle_alexnetgn_ipcl_ref01_primary_model jfeather	.170	.292	.333	.297	.701	.811	.927	.686	.888	.884	.813	.805	.676	.769	.852	.686	.863	.765	.891	.934	.690	.683	.751	.882	.444	.775	.790	.813	.720	.468	.468	.532	.428	.636		.154	.307		.387	.581	.639	.455	.261		.294		X	.535	.553	.534	.437		.048	.285	.098	.134	.094	.132	.085	.168	.223	.105	.116	.059	.013	.045	.062	.059	.169	.034	.097	.079
279	mobilenet_v2_0.35_224 Brain-Score Team	.165	.263	.282	.215	.631	.743	.877	.680	.792	.742	.740	.771	.602	.838	.940	.736	.637	.418	.633	.860	.619	.692	.870	.623	.290	.555	.595	.572	.498	.626	.626	.395	.300	.491		.148	.296		.357	.554	.588	.437	.209		.264		X	.506	.523	.495	.327		.067	.474	.058	.035	.043	.093	.053	.056	.061	.095	.069	.010	.077	.027	.033	.059	.107	.042	.079	.048																														.314	.603	.196	.077	.165	.275	.268	.120	.452	.884	.569	.197	.331	.445	.405	.423	.857	.414	.294	.483	.461	.561	.319	.456	.352	.226	.198	.242	.154
279	mobilenet_v2_0.5_192-tf Brain-Score Team	.175	.280	.319	.263	.696	.792	.774	.726	.898	.900	.600	.933	.715	.419	.449	.389	.736	.681	.651	.875	.707	.938	.853	.741	.297	.835	.681	.899	.926	.795	.795	.585	.460	.710		.165	.329		.360	.566	.594	.418	.221		.275		X	.529	.539	.515	.342		.070	.454	.105	.131	.052	.128	.084	.196	.161	.173	.123	.013	.096	.009	.028	.061	.315	.053	.110	.057																														.349	.639	.239	.124	.214	.295	.321	.128	.500	.912	.615	.220	.312	.517	.502	.515	.866	.383	.366	.511	.521	.592	.362	.547	.399	.350	.242	.301	.183
279	mobilenet_v2_0.75_160-tf Brain-Score Team	.169	.268	.261	.278	.506	.597	.064	.624	.561	.833	.440	.986	.669	.000	.000	.000	.554	.319	.532	.811	.488	.475	.616	.477	.382	.777	.859	.471	1.000	.363	.363	.763	.783	.743		.158	.316		.370	.573	.609	.455	.212		.284		X	.547	.541	.519	.379		.069	.473	.081	.108	.018	.101	.053	.164	.086	.171	.101	.023	.085	.030	.011	.070	.204	.057	.062	.038																														.371	.664	.278	.178	.239	.327	.368	.147	.510	.934	.636	.220	.287	.541	.531	.506	.907	.334	.357	.525	.537	.613	.425	.560	.412	.339	.256	.323	.188
279	mobilenet_v2_0.75_96 Brain-Score Team	.165	.265	.294	.208	.675	.722	.745	.557	.757	.808	.719	.986	.481	.709	.760	.658	.681	.511	.748	.783	.521	.553	.767	.465	.298	.842	.832	.793	.900	.836	.836	.416	.398	.435		.153	.305		.344	.527	.578	.447	.169		.268		X	.516	.503	.534	.321		.066	.451	.074	.072	.020	.119	.074	.181	.065	.093	.066	.039	.081	.029	.027	.063	.166	.038	.074	.058																														.346	.588	.253	.151	.229	.276	.357	.100	.473	.902	.539	.254	.269	.559	.498	.527	.848	.217	.326	.463	.445	.511	.487	.514	.395	.281	.315	.406	.224
279	mobilenet_v2_1.0_128-tf Brain-Score Team	.172	.279	.318	.252	.704	.794	.831	.674	.745	.904	.822	.986	.596	.526	.664	.389	.840	.866	.724	.931	.685	.842	.907	.478	.514	.825	.593	.903	.980	.433	.433	.822	.858	.787		.152	.303		.365	.569	.631	.450	.176		.280		X	.534	.540	.527	.360		.064	.447	.067	.061	.080	.132	.070	.143	.088	.101	.043	.012	.037	.000	.026	.054	.186	.041	.037	.036																														.369	.653	.288	.199	.249	.319	.383	.132	.500	.939	.552	.219	.287	.532	.514	.508	.895	.275	.357	.511	.586	.570	.400	.618	.398	.340	.274	.363	.185
279	mobilenet_v2_1.0_96 Brain-Score Team	.169	.274	.318	.256	.698	.865	.720	.906	.878	.926	.932	.919	.772	.226	.064	.389	.919	.955	.963	.838	.764	.766	.897	.738	.656	.927	.861	.921	.999	.413	.413	.772	.783	.761		.166	.332		.349	.530	.595	.451	.169		.264		X	.514	.508	.535	.288		.064	.443	.069	.030	.093	.078	.055	.131	.089	.094	.067	.021	.078	.032	.031	.042	.185	.043	.078	.028																														.353	.603	.273	.173	.248	.293	.379	.106	.483	.906	.547	.230	.250	.583	.523	.550	.877	.231	.354	.498	.491	.520	.475	.520	.371	.285	.302	.405	.199
279	omnivore_swinT Martin Schrimpf	.167	.280	.307	.234	.687	.789	.954	.690	.896	.721	.904	.736	.623	.569	.518	.620	.932	.874	.941	.980	.759	.747	.762	.932	.597	.670	.799	.747	.465	.531	.531	.556	.419	.694		.155	.311		.389	.581	.634	.493	.237		.268		X	.476	.510	.512	.374		.054	.434	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
279	resnet-18-LC_d_w_sh_1x1_conv_init_m Roman Pogodin	.169	.299	.364	.310	.783	.899	.925	.946	.761	.981	.794	.968	.916	.534	.650	.418	.897	.765	.940	.987	.727	.909	.692	.682	.627	.840	.830	.852	.838	.810	.810	.772	.728	.816		.178	.356		.382	.591	.643	.470	.207		.273		X	.467	.508	.552	.383		.039	.311																																																X		X
279	resnet-18-LC_w_sh_100_iter_conv_init_m Roman Pogodin	.170	.300	.353	.284	.775	.904	.948	.882	.819	.901	.885	1.000	.893	.837	.939	.736	.903	.820	.925	.963	.603	.555	.455	.750	.651	.909	.893	.899	.936	.677	.677	.590	.490	.689		.167	.334		.386	.589	.646	.480	.216		.293		X	.531	.542	.565	.415		.040	.322	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
279	resnet-18-LC_w_sh_100_iter_m Roman Pogodin	.173	.300	.356	.322	.746	.818	.896	.694	.636	.848	.941	.996	.715	.610	.727	.493	.940	.890	.977	.954	.633	.655	.513	.613	.752	.945	.964	.948	.924	.705	.705	.568	.446	.690		.171	.342		.383	.582	.636	.477	.218		.291		X	.515	.537	.562	.425		.045	.360	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
279	resnet-18-LC_w_sh_10_iter_conv_init_m Roman Pogodin	.174	.299	.362	.285	.801	.960	.997	.912	.961	.976	.969	1.000	.903	.652	.812	.491	.957	.907	.977	.987	.661	.786	.598	.568	.693	.842	.804	.845	.876	.862	.862	.672	.571	.774		.159	.318		.378	.566	.631	.486	.206		.297		X	.531	.550	.552	.449		.049	.395	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
279	resnet-18-LC_w_sh_10_iter_m Roman Pogodin	.170	.292	.347	.286	.754	.891	.891	.830	.931	.880	.863	.984	.859	.627	.747	.507	.925	.921	.883	.971	.646	.770	.546	.469	.798	.867	.811	.793	.996	.667	.667	.656	.584	.728		.155	.311		.364	.579	.602	.447	.192		.302		X	.544	.551	.563	.458		.048	.381	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
279	resnet-18-LC_w_sh_1_iter_m Roman Pogodin	.167	.292	.347	.353	.688	.912	.973	.919	.809	.852	.928	.977	.926	.503	.616	.390	.766	.644	.727	.926	.584	.723	.613	.593	.408	.830	.692	.953	.845	.592	.592	.628	.549	.707		.161	.321		.380	.579	.636	.476	.207		.282		X	.509	.539	.527	.401		.042	.334	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
279	resnet50-simclr-vissl Nikhil Parthasarathy	.173	.285	.327	.254	.728	.868	.972	.861	.706	.802	.909	.975	.847	.513	.636	.390	.924	.854	.936	.982	.643	.760	.658	.613	.539	.768	.515	.805	.985	.677	.677	.702	.609	.795		.144	.288		.375	.565	.614	.481	.214		.296		X	.541	.543	.546	.440		.061	.443	.046	.002	.008	.011	.011	.009	.058	.121	.001	.044	.054	.068	.008	.003	.065	.026	.166	.127																														.067								.059	.061	.041	.059	.087	.052	.080	.087	.034	.050	.058	.062	.039	.068	.050	.072	.045	.064	.278	.497	.059
279	resnet50_simclr jfeather	.169	.267	.309	.219	.707	.781	.935	.657	.936	.770	.795	.774	.602	.539	.451	.627	.935	.869	.959	.976	.773	.754	.835	.925	.579	.804	.802	.835	.774	.584	.584	.533	.394	.671		.139	.278		.353	.533	.585	.470	.177		.267		X	.512	.508	.468	.382		.071	.438	.129	.143	.260	.152	.046	.196	.158	.162	.268	.013	.047	.059	.059	.081	.185	.041	.224	.103																														.162	.507	.136	.170	.132	.243																					.167	.217	.117
279	tf_efficientnetv2_s_in21ft1k_robust_linf12255_400x400 Alexander Riedel	.166	.273	.382	.409	.736	.910	.868	.936	.947	.870	.915	.986	.852	.683	.815	.551	.701	.542	.649	.914	.661	.635	.690	.879	.440	.821	.805	.780	.878	.876	.876	.497	.431	.563		.174	.349		.318	.543	.534	.373	.140		.216		X	.414	.435	.403	.262		.060	.407	.075	.037	.108	.125	.084	.055	.128	.026	.056	.095	.075	.093	.021	.049	.204	.047	.006	.075																														.124	.019	.005	.006	.002	.006	.006	.009	.157	.170	.066	.155	.338	.085	.073	.069	.204	.072	.064	.097	.084	.145	.562	.334	.083	.066	.432	.715	.148
279	vonealexnet_gaussian_noise_std4_fixed jfeather	.166	.276	.343	.343	.687	.886	.963	.806	.847	.845	.899	1.000	.839	.535	.665	.404	.852	.723	.866	.966	.466	.451	.325	.561	.526	.784	.728	.717	.905	.740	.740	.549	.486	.613		.162	.324		.357	.558	.621	.443	.163		.242		X	.444	.457	.456	.339		.057	.341	.112	.104	.101	.157	.077	.297	.235	.200	.045	.081	.066	.022	.105	.045	.134	.046	.182	.010																														X								X																		X
279	xception-keras Brain-Score Team	.166	.222	.082	.245																																.153	.306		.396	.610	.647	.491	.233		.257		X	.498	.508	.446	.346		.109	.508	.366	.561	.574	.343	.194	.401	.399	.369	.599	.110	.317	.222	.245	.225	.601	.204	.515	.344																														.332	.790	.101	.404					.597	.975	.941	.191	.244	.471	.534	.565	.980	.450	.476	.630	.800	.733	.550	.661	.404	.549	.170	.192	.147
279	yudixie_resnet18_rotation_reg_0_240719 Yudi Xie	.175	.239	.320	.217	.742	.842	.872	.725	.667	.971	.982	.991	.687	.613	.836	.390	.912	.826	.932	.976	.665	.837	.645	.675	.501	.776	.557	.915	.857	.780	.780	.605	.490	.719	.001	.116	.229	.003	.319	.548	.535	.360	.152	.000	.203	.188	X	.380	.422	.259	.167	.000	.110	.049	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.351	.520	.266	.037	.045	.288	.253	1.0	.013	.146	.730	.086	.867	.068	.595	.032	.451	.419	.484	.000	X		X						X																		X
323	0.5x_resnet-18_LC_w_sh_10_iter Roman Pogodin	.159	.292	.339	.275	.741	.915	.928	.890	.905	.941	.787	1.0	.954	.513	.636	.390	.910	.932	.905	.893	.699	.748	.894	.500	.656	.815	.768	.836	.841	.561	.561	.777	.866	.689		.161	.322		.383	.587	.640	.479	.206		.285		X	.518	.538	.541	.398		.027	.216	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
323	BiT-M-R101x1 Violet Xiang	.161	.268	.311	.255	.678	.908	.917	.835	.897	.966	.910	.981	.853	.603	.712	.494	.793	.721	.744	.914	.675	.904	.715	.549	.532	.860	.769	.809	1.0	.233	.233	.677	.592	.762		.148	.295		.374	.574	.630	.453	.213		.238		X	.499	.495	.391	.284		.054	.433																																																X		X																								X
323	ViT-B/32 Violet Xiang	.157	.278	.299	.282	.614	.580	.886	.385	.715	.532	.781	.370	.387	.203	.151	.255	.737	.709	.707	.796	.689	.805	.771	.703	.476	.604	.529	.764	.520	.659	.659	.826	.779	.872		.170	.339		.377	.549	.621	.485	.230		.268		X	.502	.511	.500	.361		.035	.284	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
323	alexnet_early_checkpoint jfeather	.156	.257	.295	.246	.637	.897	.966	.899	.764	.924	.917	.970	.838	.305	.419	.190	.806	.737	.767	.913	.413	.702	.338	.315	.299	.860	.700	.985	.893	.456	.456	.726	.734	.718		.153	.306		.342	.574	.579	.411	.148		.237		X	.472	.461	.427	.300		.055	.354	.088	.119	.075	.135	.076	.161	.151	.124	.073	.035	.043	.081	.085	.044	.139	.039	.070	.040																														.274	.500	.170	.077	.154	.201	.249	.061	.419	.830	.395	.214	.275	.422	.405	.404	.757	.356	.297	.523	.498	.459	.325	.431	.302	.229	.222	.271	.172
323	alexnet_linf_8_robust jfeather	.159	.263	.368	.338	.767	.856	.980	.873	.742	.775	.890	.889	.844	.809	.807	.810	.780	.692	.675	.973	.678	.559	.680	.965	.508	.744	.512	.724	.996	.804	.804	.700	.606	.794		.158	.317		.296	.483	.464	.371	.159		.231		X	.382	.431	.499	.306		.055	.341	.096	.060	.109	.045	.092	.218	.246	.127	.010	.090	.081	.112	.037	.029	.161	.036	.131	.043																														.270	.283	.139	.131	.146	.086	.193	.019	.352	.625	.124	.425	.194	.497	.408	.417	.570	.117	.291	.436	.296	.297	.581	.323	.265	.117	.555	.706	.404
323	alexnet_robust_correct Nikhil Parthasarathy	.163	.274	.369	.343	.764	.913	.976	.905	.778	.906	.965	.952	.909	.672	.566	.779	.737	.640	.652	.918	.791	.977	.886	.775	.524	.825	.579	.896	.999	.624	.624	.788	.822	.755		.198	.397		.280	.469	.448	.337	.143		.247		X	.432	.463	.550	.285		.053	.332	.092	.043	.117	.063	.084	.179	.236	.146	.003	.086	.060	.080	.064	.023	.135	.039	.107	.099																														.296	.355	.204	.209	.202	.131	.272	.026	.391	.756	.194	.377	.219	.546	.452	.469	.632	.147	.300	.470	.362	.355	.537	.351	.282	.194	.505	.654	.355
323	barlow-twins-resnet50 Eric Elmoznino	.164	.289	.325	.279	.695	.742	.967		.707	.774	.888	.983	.873	.527	.665	.389	.947	.888	.978	.976	.451	.694	.588		.524	.808	.597	.828	1.000	.722	.722	.671	.577	.764		.142	.284		.385	.579	.627	.488	.230		.305		X	.572	.561	.562	.436		.039	.276	.037	.009	.099	.053	.024	.063	.002	.003	.004	.091	.052	.066	.078	.002	.054	.014	.012	.006																														.069	.001	.001	.001	.001	.001	.001	.001	.059	.058	.064	.060	.081	.048	.059	.052	.054	.078	.058	.062	.048	.060	.044	.035	.065	.069	.285	.511	.060
323	fixres_resnext101_32x48d_wsl Martin Schrimpf	.161	.174	.082	.246																															X	.144	.288	X	.281	.582	.619	X	.206	X	.188		X	.513	.483	X	.320	X	.149	.561	.630	.675	.344	.611	.502	.582	.549	.578	.610	.716	.630	.567	.755	.568	.904	.576	.830	.720																														.594	.863	.608	.594	.514	.667	.656	.491	.717	.994	.981	.272	.731	.527	.552	.613	.989	.811	.495	.764	.907	.885	.594	.902	.492	.671	.293	.348	.237
323	mobilenet_v2_0.5_160 Brain-Score Team	.162	.260	.248	.258	.485	.547	.677	.271	.288	.694	.518	.986	.398	.520	.381	.658	.650	.736	.405	.810	.477	.209	.325	.587	.789	.422	.539	.103	.623	.605	.605	.174	.235	.114		.153	.305		.360	.562	.585	.423	.230		.280		X	.528	.535	.537	.362		.065	.448	.068	.025	.049	.117	.053	.120	.114	.096	.055	.021	.030	.001	.018	.049	.236	.049	.049	.078																														.343	.610	.236	.128	.201	.284	.333	.111	.484	.905	.562	.241	.294	.536	.475	.496	.866	.287	.338	.503	.523	.544	.450	.511	.404	.300	.273	.339	.207
323	mobilenet_v2_0.75_128 Brain-Score Team	.163	.258	.231	.237	.455	.678	.713	.700	.672	.521	.441	.986	.713	.000	.000	.000	.637	.527	.653	.730	.514	.529	.533	.627	.368	.753	.675	.742	.840	.363	.363	.244	.000	.488		.160	.320		.359	.553	.608	.438	.197		.281		X	.541	.538	.535	.355		.069	.464	.086	.062	.032	.096	.055	.169	.105	.196	.101	.005	.072	.012	.019	.055	.276	.052	.123	.036																														.359	.632	.267	.169	.232	.304	.365	.122	.497	.919	.562	.241	.319	.547	.487	.487	.861	.295	.364	.517	.532	.580	.475	.560	.398	.311	.277	.349	.205
323	resnet-18-LC_m Roman Pogodin	.158	.285	.375	.334	.789	.885	.911	.922	.786	.909	.710	.975	.983	.549	.687	.411	.884	.855	.852	.946	.728	.865	.746	.519	.783	.918	.941	.894	.921	.791	.791	.769	.738	.799		.143	.286		.359	.575	.604	.421	.198		.263		X	.434	.476	.510	.421		.031	.250	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
323	resnet-50-pytorch Joel Dapello	.160	.224	.096	.289																																.158	.317		.362	.600	.552	.447	.211		.281		X	.518	.507	.560	.379		.095	.528	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194																														.409	.752	.300	.228	.312	.269	.391	.257	.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.214	.141
323	resnet50_imagenet_1_seed-0 akgokce	.158	.166	.282	.160	.633	.480	.735	.355	.746	.492	.387	.322	.325	.391	.513	.269	.877	.782	.852	.997	.781	.968	.837	.419	.900	.493	.553	.481	.443	.417	.417	.991	.992	.991	.054	.066	.132	.001	.187	.339	.335	.198	.065	.001	.128	.059	X	.173	.224	.250	.186	.000	.150	.092	.026	.003	.048	.011	.059	.008	.010	.010	.015	.031	.025	.022	.012	.006	.046	.003	.086	.054	.000	.000	.000	.000	.128	.104	.126	.134	.147	.491	.264	.780	1.0	.006	.237	.583	1.0	.015	1.0	.730	.563	.125	.068	.507	.116	.341	.358	.323	.002	.064	.005	.003	.003	.003	.002	.003		.070	.061	.072	.073	.062	.076	.073	.060	.082	.062	.056	.083	.066	.074	.081	.076	.055	.072	.244	.419	.069
323	texture_shape_alexnet_trained_on_SIN jfeather	.163	.270	.344	.305	.727	.909	.930	.944	.800	.897	.906	.981	.906	.809	.882	.736	.786	.565	.805	.988	.563	.579	.554	.754	.365	.697	.497	.723	.870	.806	.806	.522	.477	.567		.151	.302		.350	.570	.575	.429	.174		.233		X	.456	.461	.410	.306		.056	.362	.084	.071	.015	.164	.055	.129	.124	.078	.027	.073	.059	.045	.037	.068	.310	.031	.133	.005																														X																										X
323	yudixie_resnet50_random_0_240908 Yudi Xie	.164	.192	.356	.257	.794	.830	.932	.646	.746	.933	.879	.965	.711	.565	.683	.447	.971	.958	.972	.983	.618	.703	.884	.314	.573	.810	.727	.803	.901	.784	.784	.981	.988	.974	.017	.067	.111	.023	.227	.433	.372	.246	.068	.014	.116	.029	X	.174	.201	.243	.133	.035	.136	-0.016	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.599	.845	.650	1.0	.015	.630	.397	1.0	.118	1.0	.358	.127	.906	.335	1.0	.029	.472	.603	.341	.006	X		X						X																		X
338	0.5x_resnet-18 Roman Pogodin	.149	.279	.329	.290	.696	.845	.970	.836	.633	.920	.817	.996	.745	.540	.691	.389	.851	.724	.877	.951	.604	.651	.593	.627	.547	.787	.528	.915	.918	.609	.609	.633	.593	.674		.156	.313		.367	.564	.614	.455	.203		.264		X	.483	.514	.492	.360		.018	.148	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
338	0.5x_resnet-18_LC Roman Pogodin	.146	.279	.361	.326	.758	.858	.901	.923	.741	.839	.808	.939	.853	.760	.807	.713	.729	.568	.653	.967	.707	.816	.787	.747	.479	.840	.756	.899	.865	.711	.711	.701	.634	.768		.145	.291		.358	.568	.593	.415	.216		.253		X	.413	.470	.495	.391		.014	.108	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
338	0.5x_resnet-18_LC_w_sh_100_iter Roman Pogodin	.148	.283	.349	.261	.786	.883	.793	.865	.884	.926	.843	.986	.884	.799	.815	.782	.842	.744	.809	.973	.698	.707	.687	.904	.493	.883	.855	.890	.904	.708	.708	.688	.600	.776		.146	.293		.374	.583	.623	.451	.212		.264		X	.461	.502	.520	.368		.013	.101	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
338	CORnet-Z Brain-Score Team	.149	.255	.308	.298	.625	.860	.954	.828	.870	.806	.706	.991	.867	.216	.276	.156	.895	.834	.908	.944	.580	.602	.603	.705	.410	.738	.579	.795	.840	.363	.363	.723	.905	.541		.091	.182		.363	.553	.606	.446	.209		.257		X	.447	.501	.462	.389		.044	.356	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														.094	.470	X						X																		X
338	RN50 Guy Gaziv	.148	.268	.323	.255	.714	.879	.923	.812	.941	.883	.863	.925	.807	.818	.872	.764	.824	.755	.764	.953	.539	.578	.497	.614	.469	.859	.865	.898	.813	.533	.533	.543	.405	.681		.145	.290		.355	.548	.602	.448	.177		.248		X	.487	.501	.442	.308		.027	.219	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
338	deit_small_imagenet_10_seed-0 akgokce	.153	.149	.251	.043	.456	.450	.355	.375	.333	.320	.393	.986	.388	.420	.450	.390	.366	.352	.404	.343	.357	.385	.386	.377	.281	.316	.330	.000	.618	.404	.404	.878	.909	.848	.256	.105	.008	.201	.116	.154	.175	.055	.027	.171	.124	.095	X	.039	.118	.053	.031	.529	.157	.075	.072	.027	.106	.090	.021	.094	.182	.112	.016	.095	.085	.114	.031	.008	.084	.025	.045	.089	.000	.000	.000	.000	.110	.104	.126	.103	.105	.574	1.0	.396	.385	.723	.152	.883	.467	.075	1.0	1.0	.281	.520	.621	.539	.133	.288	.365	.210	.002	.087	.002	.002	.002	.002	.002	.002		.084	.114	.069	.088	.062	.101	.117	.094	.075	.062	.099	.105	.066	.079	.081	.080	.066	.076	.347	.606	.088
338	densenet_201_pytorch	.155	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X		X	X	X	X	X		X	X	X	X	X	X	X		.311	.522	.212	.442	.253	.236	.105	.446	.421	.360	X	.054	.161	.153	.125	.172	.378	X	X	.289	.187	.195	.365	.000	.280	.343	.171	.331	.273																.476	.397	.794		.412	.368	.722	.359		.385	.520	.529		.542	.978		.212	.381	.526	.558	.558	.957	.556	.484	.689	.832	.729	.512	.677		.560	.215	.260	.170
338	mobilenet_v1_0.75_192 Brain-Score Team	.146	.225	.092	.229	.047	.106		.739													.220			.882												.170	.339		.366	.549	.613	.465	.202		.273		X	.535	.534	.487	.356		.067	.449	.084	.113	.024	.136	.055	.141	.116	.161	.114	.023	.081	.019	.035	.052	.146	.049	.110	.044																														.351	.672	.309	.250	.256	.343	.388	.118	.497	.944	.642	.162	.325	.502	.489	.475	.884	.291	.399	.511	.539	.633	.344	.522	.372	.410	.157	.191	.123
338	mobilenet_v1_0.75_224 Brain-Score Team	.150	.225	.091	.223	.049	.100		.701													.244			.976												.168	.336		.372	.558	.612	.479	.212		.270		X	.535	.522	.481	.350		.076	.477	.130	.211	.011	.165	.046	.287	.180	.220	.164	.014	.112	.003	.001	.130	.438	.053	.155	.017																														.356	.684	.305	.214	.266	.362	.377	.144	.501	.952	.676	.166	.263	.438	.464	.504	.880	.295	.376	.545	.596	.648	.463	.532	.346	.374	.145	.173	.117
338	mobilenet_v1_1.0_160 Brain-Score Team	.153	.234	.112	.290	.046	.085		.597													.235			.940												.166	.332		.380	.588	.638	.481	.195		.278		X	.549	.533	.512	.355		.072	.480	.096	.173	.046	.114	.075	.198	.098	.123	.103	.040	.095	.040	.006	.050	.270	.070	.094	.036																														.361	.680	.328	.272	.280	.357	.405	.126	.497	.952	.618	.170	.275	.510	.480	.502	.884	.234	.395	.516	.571	.631	.400	.559	.356	.404	.174	.214	.134
338	mobilenet_v1_1.0_192 Brain-Score Team	.147	.224	.089	.235	.033	.093		.648													.136			.546												.165	.329		.370	.548	.618	.479	.204		.273		X	.543	.533	.486	.347		.070	.466	.097	.096	.045	.147	.077	.269	.154	.145	.137	.020	.045	.005	.009	.100	.180	.075	.119	.030																														.367	.700	.326	.252	.279	.368	.407	.133	.507	.952	.636	.168	.294	.507	.464	.481	.873	.312	.376	.530	.637	.617	.463	.549	.347	.405	.171	.212	.130
338	mobilenet_v1_1.0_224 Brain-Score Team	.153	.228	.091	.223	.049	.099		.691													.246			.986												.170	.341		.376	.560	.632	.483	.203		.274		X	.546	.531	.476	.365		.078	.502	.120	.215	.081	.156	.098	.230	.196	.214	.143	.064	.045	.010	.005	.092	.279	.088	.103	.022																														.369	.709	.328	.245	.284	.385	.399	.163	.511	.958	.681	.148	.269	.474	.492	.477	.904	.403	.378	.545	.616	.657	.450	.540	.325	.366	.133	.158	.107
338	mobilenet_v2_0.5_128 Brain-Score Team	.150	.238	.163	.222	.267	.304	.000	.028	.288	.398	.393	.986	.038	.000	.000	.000	.327	.021	.270	.689	.193	.209	.157	.209	.198	.683	.550	.660	.840	.363	.363	.000	.000	.000		.155	.309		.361	.557	.601	.441	.204		.274		X	.525	.524	.525	.343		.063	.440	.062	.037	.119	.109	.076	.113	.042	.056	.068	.010	.020	.032	.034	.038	.106	.048	.065	.075																														.323	.577	.231	.123	.206	.260	.334		.484	.884	.544	.265	.350	.559	.530	.540	.848	.278	.328	.491	.482	.519	.444	.522	.351	.291	.325	.416	.234
338	r3m_resnet18 Martin Schrimpf	.146	.266	.362	.311	.776	.680	.876	.516	.819	.850	.427	.754	.514	.658	.729	.587	.886	.817	.901	.941	.769	.738	.834	.950	.552	.877	.773	.902	.955	.873	.873	.689	.607	.771		.141	.283		.344	.559	.584	.408	.171		.216		X	.351	.393	.439	.328		.026	.209	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
338	resnet-18 Brain-Score Team	.152	.221	.091	.274																																.151	.302		.377	.583	.632	.470	.201		.263		X	.531	.514	.439	.356		.084	.524	.147	.260	.147	.163	.116	.245	.216	.215	.212	.046	.081	.077	.004	.079	.333	.072	.199	.039																														.378	.698	.317	.196	.288	.377	.407	.177	.521	.955	.745	.191	.200	.490	.537	.521	.900	.341	.417	.573	.630	.593	.475	.580	.378	.330	.179	.211	.147
338	resnet-18-LC_1st_conv_m Roman Pogodin	.154	.284	.343	.324	.704	.931	.868	.975	.947	.915	.889	.998	.926	.528	.586	.470	.854	.726	.837	.998	.527	.539	.433	.646	.490	.795	.576	.818	.992	.701	.701	.594	.518	.669		.155	.309		.360	.595	.605	.375	.227		.279		X	.493	.510	.511	.437		.023	.187	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
338	resnet-18-LC_conv_init_m Roman Pogodin	.154	.275	.360	.329	.751	.710	.893	.644	.643	.676	.648	.885	.583	.745	.870	.619	.876	.838	.820	.969	.770	.789	.811	.820	.660	.865	.795	.922	.879	.565	.565	.725	.647	.804		.150	.301		.341	.564	.592	.360	.187		.250		X	.423	.469	.492	.366		.032	.254	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
338	resnet-34 Brain-Score Team	.147	.206	.077	.230																																.143	.286		.359	.560	.604	.424	.207		.244		X	.474	.505	.428	.304		.089	.546	.164	.252	.047	.136	.092	.208	.216	.245	.282	.030	.080	.094	.070	.090	.558	.113	.229	.047																														.389	.733	.369	.248	.335	.433	.460	.216	.553	.961	.796	.193	.163	.516	.517	.540	.934	.427	.453	.625	.698	.647	.450	.615	.419	.453	.076		.152
356	AT_efficientnet-b7 Joel Dapello	.145	.231	.092	.276																																.154	.308		.385	.583	.642	.483	.215		.293		X	.562	.560	.569	.356		.059	.475
356	alexnet Brain-Score Team	.142	.223	.105	.316																																.176	.353		.355	.550	.617	.438	.170		.255		X	.508	.496	.471	.313		.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.295	.577	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.239	.151
356	fulltest_microblockvf_nobottleneck_freeat_nopretrain_eps2_m4 gpogs_bvl	.138	.274	.420	.430	.829	.924	.931	.923	.911	.962	.857	.970	.915	.797	.852	.743	.899	.853	.849	.995	.773	.811	.787	.845	.650	.863	.625	.966	.999	.733	.733	.815	.758	.871		.133	.265		.367	.538	.585	.489	.221		.178		X	.263	.350	.423	.213		.002	.020	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
356	mobilenet_v1_0.25_128 Brain-Score Team	.141	.239	.282	.262	.583	.694	.812	.668	.722	.349	.612	.986	.707	.520	.382	.658	.573	.497	.269	.952	.463	.636	.430	.423	.363	.774	.677	.824	.821	.536	.536	.523	.522	.523		.119	.238		.329	.513	.520	.442	.168		.229		X	.425	.467	.463	.245		.042	.286	.053	.030	.152	.059	.032	.013	.046	.033	.051	.075	.017	.057	.048	.008	.082	.021	.087	.090																														.261	.415	.184	.121	.170	.186	.261	.038	.369	.777	.365	.235	.250	.463	.405	.396	.679	.164	.294	.398	.284	.405	.294	.364	.253	.247	.300	.393	.206
356	mobilenet_v1_0.5_128 Brain-Score Team	.135	.216	.095	.245	.039	.122		.857													.148			.592												.152	.304		.364	.550	.589	.480	.199		.252		X	.467	.503	.483	.314		.054	.373	.056	.020	.083	.102	.077	.138	.007	.112	.011	.038	.003	.015	.039	.046	.127	.039	.015	.078																														.317	.563	.256	.178	.229	.266	.350	.071	.448	.863	.492	.215	.312	.535	.481	.490	.780	.217	.356	.463	.457	.497	.331	.455	.355	.311	.247	.311	.182
356	mobilenet_v1_0.5_160 Brain-Score Team	.139	.220	.101	.265	.039	.119		.835													.155			.618												.160	.320		.359	.557	.593	.471	.175		.260		X	.503	.500	.473	.343		.058	.410	.050	.036	.072	.055	.032	.038	.040	.091	.070	.042	.006	.005	.041	.033	.154	.035	.028	.067																														.324	.591	.261	.196	.218	.283	.347	.083	.468	.903	.588	.201	.294	.512	.487	.483	.821	.272	.328	.458	.498	.570	.331	.472	.345	.384	.217	.271	.163
356	mobilenet_v1_0.5_192 Brain-Score Team	.144	.222	.088	.220	.044	.094		.660													.217			.867												.168	.337		.367	.566	.604	.477	.187		.264		X	.520	.508	.496	.322		.067	.454	.082	.090	.094	.157	.068	.126	.096	.108	.104	.080	.013	.008	.021	.073	.164	.047	.106	.046																														.289	.617	.270	.207	.225	.298	.350	.089	.467	.909	.579	.181	.306	.516	.475	.469	.820	.253	.351	.461	.495	.575	.400	.480	.329	.344
356	mobilenet_v1_0.5_224 Brain-Score Team	.145	.221	.088	.221	.044	.106		.744													.200			.799												.170	.340		.363	.555	.599	.470	.189		.263		X	.521	.506	.466	.349		.068	.474	.071	.123	.043	.083	.062	.097	.086	.117	.073	.053	.055	.001	.034	.058	.194	.054	.015	.059																														.324	.633	.265	.194	.231	.310	.324	.115	.474	.939	.644	.143	.275	.479	.467	.460	.848	.339	.312	.484	.530	.594	.369	.517	.325	.339	.134	.162	.105
356	mobilenet_v1_0.75_128 Brain-Score Team	.144	.226	.101	.267	.035	.081		.570													.164			.658												.165	.330		.376	.564	.621	.488	.205		.261		X	.505	.521	.473	.331		.062	.425	.070	.039	.033	.122	.074	.148	.145	.104	.031	.059	.056	.033	.014	.053	.163	.043	.012	.061																														.349	.621	.301	.243	.258	.314	.388	.093	.481	.911	.576	.214	.250	.551	.503	.498	.848	.263	.355	.445	.484	.560	.469	.510	.381	.357	.247	.312	.182
356	mobilenet_v1_0.75_160 Brain-Score Team	.143	.225	.084	.213	.039	.081		.565													.194			.778												.173	.346		.369	.558	.618	.479	.189		.275		X	.529	.528	.501	.367		.060	.413	.069	.068	.050	.097	.062	.107	.100	.142	.054	.072	.013	.025	.016	.060	.193	.058	.014	.046																														.349	.653	.303	.239	.257	.333	.385	.105	.491	.938	.641	.182	.250	.510	.497	.500	.848	.267	.404	.489	.539	.592	.394	.531	.390	.375	.195	.243	.147
356	mobilenet_v1_1.0_128 Brain-Score Team	.145	.227	.098	.254	.041	.125		.875													.164			.658												.162	.325		.369	.557	.614	.479	.193		.278		X	.535	.531	.527	.354		.062	.437	.061	.068	.016	.140	.055	.192	.071	.124	.035	.051	.016	.023	.006	.061	.089	.032	.038	.016																														.355	.652	.314	.244	.273	.336	.402	.107	.487	.923	.608	.189	.269	.520	.495	.506	.866	.244	.344	.492	.537	.583	.450	.505	.369	.371	.215	.274	.157
356	mobilenet_v2_0.35_160 Brain-Score Team	.138	.214	.090	.269	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		.146	.292		.346	.554	.559	.419	.199		.272		X	.517	.525	.523	.341		.063	.424	.078	.058	.081	.102	.084	.150	.137	.079	.063	.012	.029	.002	.020	.052	.252	.053	.078	.069																														.316	.557	.203	.100	.173	.242	.294	.090	.455	.872	.505	.237	.344	.515	.486	.467	.848	.280	.340	.445	.454	.515	.344	.485	.344	.255	.275	.349	.201
356	mobilenet_v2_0.35_192 Brain-Score Team	.141	.217	.102	.264	.041	.120		.843													.165			.658												.150	.301		.351	.568	.581	.421	.185		.267		X	.518	.538	.504	.309		.064	.437	.071	.048	.088	.102	.077	.036	.078	.136	.092	.010	.061	.047	.037	.064	.185	.045	.040	.068																														.322	.582	.189	.086	.155	.244	.269	.097	.469	.900	.556	.240	.319	.519	.475	.490	.848	.381	.307	.461	.496	.569	.294	.485	.361	.269	.271	.337	.205
356	r3m_resnet34 Martin Schrimpf	.140	.260	.357	.297	.774	.706	.882	.590	.804	.860	.505	.718	.585	.683	.757	.610	.940	.915	.922	.982	.764	.717	.761	.952	.626	.797	.620	.894	.877	.850	.850	.674	.582	.767		.131	.262		.338	.557	.581	.404	.150		.214		X	.344	.400	.423	.331		.020	.160	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
356	r3m_resnet50 Martin Schrimpf	.141	.251	.339	.279	.737	.690	.803	.519	.882	.797	.483	.838	.506	.546	.612	.480	.924	.911	.930	.931	.802	.786	.833	.944	.646	.775	.670	.924	.733	.781	.781	.642	.561	.723		.133	.265		.331	.516	.552	.406	.179		.202		X	.350	.391	.366	.308		.030	.243	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
356	resnet18-supervised Chengxu Zhuang	.135	.215	.102	.276	.031	.217	X	.819	X	X	.702	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		.141	.281		.356	.539	.597	.457	.185		.262		X	.526	.526	.457	.322		.056	.446	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
356	resnet50 Shreya Kapoor	.138	.236	.269	.271	.537	.733	.867	.658	.736	.702	.930	.607	.630	.000	.000	.000	.541	.354	.430	.837	.638	.862	.778	.714	.198	.698	.443	.885	.767	.363	.363	.785	.788	.781		.150	.300		.333	.541	.554	.406	.163		.191		X	.405	.380	.330	.219		.041	.330	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
356	vggface Martin Schrimpf	.139	.269	.383	.358	.791	.821	.889	.727	.646	.831	.952	.974	.725	.656	.757	.555	.883	.836	.866	.948	.714	.878	.711	.577	.688	.872	.763	.931	.921	.781	.781	.807	.762	.853		.169	.339		.327	.555	.550	.367	.162		.196		X	.351	.419	.364	.235		.010	.078	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
356	yudixie_resnet50_imagenet1kpret_0_240312 Yudi Xie	.144	.228	.097	.278	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.013	.153	.293	.014	.355	.602	.656	.510	X	.008	.305		X	.517	.527	.514	.362	.213	.060	.481	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
375	inception_v3_pytorch	.127	X	X	X	X	X		X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X		X	X	X	X	X		X	X	X	X	X	X	X		.254	X	.191	X	X	.300	.175	.445	.463	X	.505	.139	.252	.195	.222	X	.548	X	X	X	.519	.524	.666	.367	.209	.125	.137	.258	.315																.291	.460	.262	.659	.360	.342	.732	.467	.444	.357	.501	.566		.415			.228	.269	.494	.533		.975	.503	.463	.627	.804		.519	.631	.450	.554	.094		.188
375	mobilenet_v1_0.25_160 Brain-Score Team	.127	.205	.081	.198	.045	.099		.696													.216			.866												.146	.293		.338	.509	.561	.443	.178		.256		X	.457	.486	.493	.356		.048	.330	.053	.006	.016	.098	.079	.125	.112	.081	.035	.055	.026	.011	.007	.035	.098	.029	.040	.049																														.215	.455	.185	.115	.163	.188	.271	.040	.394	.808	.430	.214	.338	.470	.395	.390	.700	.200	.290	.430	.339	.435	.306	.380	.287	.291
375	mobilenet_v1_0.25_192 Brain-Score Team	.130	.209	.083	.208	.043	.080		.560													.219			.874												.159	.318		.347	.517	.569	.461	.190		.247		X	.451	.489	.482	.309		.051	.344	.064	.045	.120	.112	.053	.160	.086	.069	.038	.065	.019	.001	.033	.060	.117	.032	.015	.054																														.273	.477	.202	.139	.175	.207	.287	.052	.393	.819	.448	.196	.256	.495	.428	.400	.725	.183	.292	.378	.316	.487	.263	.410	.297	.294	.239	.315	.164
375	mobilenet_v1_0.25_224 Brain-Score Team	.130	.212	.093	.231	.048	.101		.709													.236			.943												.148	.296		.360	.538	.600	.464	.196		.247		X	.480	.493	.457	.298		.048	.333	.050	.044	.022	.132	.063	.113	.039	.093	.014	.038	.022	.024	.024	.062	.041	.031	.060	.033																														.271	.498	.195	.114	.171	.220	.275	.063	.412	.833	.507	.178	.263	.476	.461	.435	.750	.206	.312	.420	.366	.543	.219	.449	.301	.287	.186	.233	.138
375	mobilenet_v2_0.35_128 Brain-Score Team	.129	.204	.095	.245	.038	.054		.375													.214			.856												.144	.289		.321	.530	.514	.394	.169		.257		X	.470	.493	.508	.330		.053	.367	.059	.038	.091	.134	.062	.070	.109	.085	.011	.022	.044	.005	.023	.048	.129	.042	.026	.062																														.312	.508	.204	.118	.179	.224	.295	.068	.435	.819	.412	.261	.281	.501	.497	.475	.798	.248	.314	.412	.396	.451	.481	.461	.331	.259	.346	.456	.237
375	mobilenet_v2_0.5_96 Brain-Score Team	.131	.208	.102	.266	.040	.116		.814													.162			.649												.139	.278		.331	.501	.566	.430	.158		.259		X	.479	.485	.531	.321		.054	.370	.060	.025	.017	.141	.055	.077	.133	.097	.016	.033	.077	.067	.043	.050	.066	.032	.061	.024																														.327	.512	.218	.130	.192	.230	.319	.075	.433	.823	.420	.302	.219	.550	.483	.502	.796	.200	.294	.427	.366	.447	.506	.438	.346	.250	.398	.521	.274
375	pnasnet_large Brain-Score Team	.128	.029	.001	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.004	.038	X	.076	.021	X	X	X	X	.106	.056	X	X	X	X	X	X	.392	.227	.512	.486	.800	.544	.355	.153	.593	.640	.501	.702	.177	.410	.376	.380	.431	.817	.267	.627	.493	.155	.308	.156	.000	.145	.166	.205	.083	.126	.368	.198	.952		.148	.518	.546		.608	.305	.242		.576	.062	1.0	.150					.158								.604	.986	.971	.195	.212	.453	.505	.498	.984	.487	.481	.639	.812	.780	.544	.672	.410	.641	.185	.219	.151
375	pnasnet_large_pytorch	.130	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	.259	X	.214	X	.554	.316	.132	X	.445	.333	.392	.150	.175	.162	.133	.175	.674	X	X	X	.397	.735	.457	.000	.128	.146	.149	.114	.105	.459	.845	.533	1.0	.148	.426	1.0	.571	.056	.092	.951	.127	.383	.124	.171	.351	.425	.381	.470	.099	.320	.640	.295		.298	.379	.502		.392			.219	.250	.412	.425	.417	.905	.530		.481	.657	.561	.350	.502	.338	.621	.274	.355	.193
375	squeezenet1_0 Brain-Score Team	.128	.216	.116	.304	.044	.123		.859													.187			.746												.160	.320		.365	.591	.608	.441	.186		.223		X	.459	.464	.371	.265		.040	.263	.059	.067	.081	.110	.063	.126	.058	.071	.087	.051	.014	.013	.015	.062	.053	.055	.026	.059																														.270	.575	.175	.059	.168	.226	.246	.092	.401	.842	.526	.135	.150	.359	.381	.358	.791	.378	.304	.458	.457	.517	.244	.444	.254	.211	.107	.126	.089
375	squeezenet1_1 Brain-Score Team	.133	.218	.105	.265	.051	.125		.877													.229			.916												.156	.311		.362	.582	.602	.437	.187		.250		X	.457	.504	.456	.335		.047	.291	.083	.047	.020	.146	.107	.182	.075	.105	.106	.038	.057	.034	.068	.085	.194	.052	.066	.031																														.285	.575	.168	.043	.183	.231	.216	.095	.425	.870	.520	.165	.144	.425	.420	.392	.784	.400	.321	.533	.498	.502	.287	.456	.302	.212	.162	.198	.126
385	RN50 Violet Xiang	.125	.223	.091	.273																																.158	.315		.384	.588	.621	.462	.247		.262		X	.504	.516	.466	.346		.027	.220	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
385	convnext_small_imagenet_1_seed-0 akgokce	.124	.151	.293	.047	.614	.719	.928	.459	.593	.821	.859	.793	.577	.198	.085	.312	.628	.452	.573	.859	.555	.859	.679	.241	.440	.648	.769	.293	.883	.698	.698	.852	.803	.900	.219	.105	.007	.203	.092	.073	.104	.036	.031	.215	.114	.055	X	.027	.093	.041	.054	.527	.098	-0.067	.043	.009	.020	.096	.042	.015	.032	.007	.039	.051	.005	.066	.041	.054	.082	.020	.088	.058	.002	.000	.007	.000	.110	.104	.126	.103	.105	.384	.767	.175	.516	.399	.318	.307	.882	.288	.062	.126	.189	.443	.499	.401	.083	.226	.186	.266	.002	.060	.001	.001	.000	.001	.001	.001		.063	.062	.070	.076	.062	.044	.062	.060	.057	.062	.068	.064	.064	.064	.062	.046	.068	.080	.234	.396	.072
385	mobilenet_v2_0.35_96 Brain-Score Team	.124	.195	.077	.183	.048	.110		.769													.226			.903												.124	.249		.323	.501	.536	.419	.159		.257		X	.460	.468	.519	.351		.052	.351	.063	.036	.015	.133	.055	.131	.104	.124	.015	.026	.061	.063	.014	.055	.102	.038	.088	.013																														.222	.455	.187	.105	.156	.198	.288	.054	.414	.797	.376	.294	.306	.510	.467	.463	.768	.172	.282	.417	.354	.406	.494	.419	.315	.196
385	r3m_resnet50_nocrop	.122	.217	.351	.289	.765	.697	.808	.550	.889	.791	.517	.797	.528	.629	.712	.545	.930	.906	.915	.968	.783	.739	.804	.987	.601	.825	.695	.928	.852	.811	.811	.678	.593	.763		.130	.259		.242	.494	.539	X	.176		.145		X	.332	.375	X	.308		.026	.211	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
385	resnet18-instance_recognition Chengxu Zhuang	.117	.224	.089	.267																																.147	.294		.366	.548	.617	.446	.218		.292		X	.522	.543	.529	.453		.011	.090	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
385	resnet18-local_aggregation Chengxu Zhuang	.122	.221	.084	.253																																.154	.308		.368	.563	.625	.444	.209		.279		X	.536	.540	.467	.409		.022	.177	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
391	CORnetZ_CIFAR10 Mauro Sylos Labini	.113	.217	.328	.317	.668	.631	.883	.447	.808	.703	.554	.601	.422	.542	.494	.589	.824	.762	.763	.947	.418	.383	.254	.783	.252	.727	.694	.495	.991	.686	.686	.846	.945	.747		.130	.259		.246	.454	.392	.277	.108		.163		X	.285	.316	.333	.211		.009	.076	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
391	hmax Brain-Score Team	.109	.173	.349	.183	.558	.687	.983	.535	.700	.405	.644	.986	.553	.528	.666	.390	.682	.705	.653	.689	.232	.209	.094	.427	.199	.668	.503	.662	.839	.363	.363	.746	.807	.684	.307	.180	.263	.097	.108	.179	X	.224	.083	.053	.053	-0.007	X	.122	X	X	X	.254	.045	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.198	X	X	.317	X	.138	.437	.517	X	X	X	X	.346	.509	.507	.022				.142	X		X						X																		X
391	my-model Agrim Sharma	.113	.225	.314	.226	.718	.825	.922	.687	.939	.874	.783	.891	.677	.672	.761	.582	.875	.847	.848	.929	.650	.880	.814	.303	.601	.760	.755	.743	.782	.374	.374	.870	.829	.911		.100	.201		.316	.519	.519	.347	.197		.169		X	.283	.346	.283	.268		.001	.004	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
391	resnet18-colorization Chengxu Zhuang	.107	.207	.090	.269																																.133	.265		.368	.568	.651	.436	.185		.240		X	.410	.466	.419	.381		.008	.060	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
391	resnet18-contrastive_multiview Chengxu Zhuang	.112	.204	.086	.258																																.132	.265		.354	.551	.601	.424	.192		.245		X	.461	.511	.414	.327		.020	.161	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
391	resnet18-deepcluster Chengxu Zhuang	.106	.211	.086	.258																																.153	.306		.349	.545	.587	.405	.208		.257		X	.506	.509	.468	.320		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
391	resnet50-meshes-lt-100-original-pretrained Shreya Kapoor	.107	.185	.242	.285	.442	.391	.752	.169	.745	.367	.389	.138	.177	.216	.276	.156	.499	.656	.667	.172	.491	.547	.548	.671	.198	.396	.572	.456	.161	.395	.395	.707	.907	.506		.128	.257		.268	.473	.403	.315	.148		.101		X	.212	.218	.175	.103		.028	.185	.042	.022	.012	.066	.042	.058	.030	.039	.008	.044	.016	.114	.033	.018	.059	.023	.044	.088																														.071	.001	.001	.001	.001	.001	.001	.000	.063	.056	.062	.065	.062	.051	.061	.060	.062	.069	.056	.061	.062	.062	.094	.066	.061	.062	.287	.510	.065
391	resnet50_FractalDB Chukwudi Williams	.113	.207	.381	.327	.816	.808	.934	.703	.893	.787	.856	.828	.655	.829	.924	.735	.977	.962	.984	.984	.727	.729	.659	.739	.781	.905	.787	.941	.987	.782	.782	.687	.634	.740		.111	.222		.200	.342	.369	.193	.094		.135		X	.215	.280	.301	.152		.019	.112	.039	.004	.070	.032	.055	.057	.024	.023	.019	.092	.026	.012	.036	.012	.089	.011	.057	.044
391	v1-pyr-nodown Nikhil Parthasarathy	.111	.220	.375	.407	.717	.725	.986	.695	.705	.419	.581	1.0	.689	.569	.764	.374	.879	.894	.871	.872	.761	.896	.681	.684	.783	.658	.510	.735	.731	.484	.484	.941	.929	.953		.143	.286		.239	.430	.407	.244	.116		.125		X	.206	.295	.190	.185		.001	.009	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X																		X
400	deit_small_imagenet_1_seed-0 akgokce	.105	.083	.084	.048	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.204	.073	.005	.142	.079	.078	.114	.038	.021	.144	.094	.068	X	.026	.095	.056	.030	.384	.126	-0.010	.071	.027	.106	.087	.021	.094	.174	.112	.016	.095	.085	.114	.031	.008	.084	.025	.047	.089	.000	.000	.000	.000	.110	.104	.126	.103	.105	.391	.121	.159	.425	.268	.120	.971	.698	.184	.337	.242	.757	.400	.249	.539	.029	.415	.533	.296	.006	.082	.001	.001	.001	.001	.001	.001		.075	.089	.072	.077	.062	.075	.084	.081	.075	.062	.071	.086	.062	.077	.087	.064	.065	.089	.331	.584	.078
400	resnet-18_untrained Roman Pogodin	.096	.184	.344	.277	.755	.874	.890	.788	.887	.958	.857	.992	.749	.558	.726	.390	.972	.974	.964	.977	.649	.781	.822	.427	.565	.857	.795	.854	.922	.472	.472	.907	.900	.914		.058	.116		.227	.431	.369	.245	.089		.108		X	.159	.223	.223	.150		.008	.067	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
400	resnet-50_untrained Roman Pogodin	.098	.191	.360	.294	.787	.890	.907	.791	.839	.957	.930	.988	.815	.548	.708	.389	.968	.948	.977	.978	.675	.871	.801	.391	.638	.908	.844	.901	.979	.584	.584	.935	.922	.948		.064	.128		.230	.436	.368	.250	.095		.109		X	.184	.214	.204	.158		.005	X	.040	.009	.012	.031	.059	.002	.041	.018	.003	.033	.067	.114	.024	.021	.070	.022	.127	.021																														.013	.001	.001	.001	.001	.001	.001	.000	.063	.062	.065	.060	.062	.066	.062	.062	.062	.064	.064	.062	.062	.062	.062	.076	.058	.058
400	resnet-50x2_untrained Roman Pogodin	.095	.189	.346	.272	.766	.882	.832	.797	.860	.984	.903	.995	.806	.547	.704	.389	.966	.960	.966	.971	.642	.747	.849	.383	.588	.829	.790	.794	.902	.565	.565	.933	.923	.944		.063	.126		.229	.420	.361	.270	.094		.118		X	.192	.221	.265	.148		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
400	resnet18-depth_prediction Chengxu Zhuang	.095	.178	.095	.285																																.123	.246		.309	.509	.498	.380	.160		.183		X	.315	.408	.338	.223		.013	.102	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
400	resnet18-relative_position Chengxu Zhuang	.102	.206	.093	.278																																.151	.302		.357	.544	.604	.430	.208		.221		X	.388	.448	.398	.316		-0.001	-0.006	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
400	resnet50-cifar Martin Schrimpf	.105	.204	.280	.278	.562	.737	.900	.722	.745	.722	.393	.933	.743	.000	.000	.000	.827	.800	.730	.950	.567	.724	.543	.536	.467	.620	.248	.661	.951	.363	.363	.819	.899	.740		.087	.174		.282	.432	.471	.392	.114		.167		X	.278	.359	.360	.176		.007	.054	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
407	CORnetZ_CIFAR10_bs32_20_04 Mauro Sylos Labini	.089	.177	.276	.244	.584	.660	.885	.605	.507	.547	.229	1.0	.850	.000	.000	.000	.979	.988	.979	.968	.535	.617	.749	.369	.405	.737	.702	.670	.840	.362	.362	.813	.851	.775		.088	.176		.226	.419	.382	.249	.081		.118		X	.206	.276	.250	.095		.002	.014	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X																		X
407	ViT_B_16_imagenet1k Paul Mc Grath	.092	.091	.078	.234																																.130	.261		.097	.485					.058			.408					.092	.335	.404	.640	.658	.376	.084	.677	.699	.582	.588	.111	.409	.363	.339	.182	.023	.095	.570	.476																														.059								.294	.981	.948	.295	.125	.557	.581	.594	.923										X
407	ViT_B_32_imagenet1k Paul Mc Grath	.086	.101	.090	.271																																.143	.285		.107	.536					.062		X	.437					.072	.276	.299	.320	.533	.309	.062	.522	.518	.502	.368	.024	.244	.247	.217	.152	.056	.067	.494	.455																														.112								.561	.959	.934	.276	.106	.535	.570	.573	.916	.434	.487	.594	.766	.596	.263	.461	.476	.586	X
407	alexnet aalok s	.088	.116	.105	.316																																.176	.353		.110	.550					.073		X	.508					.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.087								.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	X
407	efficientnet-b0 Joel Dapello	.088	.105	.072	.215																																.159	.317		.111	.556		X	X		.078		X	.547	X	X	X		.072	.573
407	efficientnet-b2 Joel Dapello	.086	.105	.071	.213																																.159	.317		.114	.569		X	X		.078		X	.547	X	X	X		.066	.526
407	efficientnet-b4 Joel Dapello	.085	.103	.076	.228																																.143	.286		.115	.575		X	X		.078		X	.543	X	X	X		.067	.535
407	efficientnet-b6 Joel Dapello	.085	.106	.088	.263																																.147	.295		.113	.563		X	X		.077		X	.541	X	X	X		.064	.513
407	mobilevit_small	.091	.161	.264	.206	.585	.234	.786	X		X	X	.855		.682	.625	.740	.883	.911	.752	.986	.674	.898	.673	.685	.441	.617	.429	.477	.947	.701	.701	.306	X	.611		.082	.165		.162	.376	.371	X	.062		.135		X	.215	.276	.295	.156		.020	.103	.032	.004	.118	.079	.050	.008	.052	.000	.010	.049	.013	.051	.010	.007	.023		.064		.000	.000	.000	.000																					.029				X	.016								.048	.045			.062	.056	.045	.046	.050	.052	.049	.037	.062	.060	.062	.062	.070	.060	.033		.065
407	resnet18-contrastive_predictive Chengxu Zhuang	.089	.177	.082	.247																																.131	.263		.278	.497	.443	.296	.155		.214		X	.325	.433	.370	.370		.001	.010	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X
407	resnet50-meshes-lt-100-original-scratch Shreya Kapoor	.094	.170	.224	.273	.398	.274	.966	.081	.333	.265	.108	.052	.115	.000	.000	.000	.538	.743	.755	.116	.529	.532	.668	.665	.253	.388	.763	.338	.063	.363	.363	.695	.883	.506		.090	.180		.259	.466	.388	.308	.135		.106		X	.132	.217	.237	.160		.017	.083	.054	.009	.120	.052	.055	.094	.043	.126	.010	.075	.074	.033	.053	.009	.075	.018	.044	.028																														.069	.001	.001	.001	.001	.001	.001	.000	.063	.062	.062	.062	.069	.062	.062	.062	.062	.062	.062	.064	.057	.062	.062	.062	.062	.062	.281	.500	.062
418	AT_efficientnet-b0 Joel Dapello	.083	.109	.079	.238																																.167	.334		.114	.570		X	X		.076		X	.534	X	X	X		.056	.447
418	cornetz_contrastive	.081	.118	.108	.325																																.177	.353		.110	.551					.076		X	.535					.043	.346
418	prednet Chengxu Zhuang	.084	.167	.075	.224																																.117	.234		.310	.503	.502	.374	.173		.166			.275	.351	.297	.241		.002	.014
418	resnet50_pretrained_with_retinal_waves Chukwudi Williams	.079	.165	.284	.283	.569	.585	.731	.515	.787	.661	.428	.481	.489	.000	.000	.000	.847	.773	.850	.918	.710	.858	.776	.510	.697	.590	.534	.397	.838	.363	.363	.891	.926	.856		.054	.107		.227	.421	.382	.236	.094		.094		X	.130	.183	.207	.140		-0.007	-0.053	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
422	ViT_B_16 Paul Mc Grath	.066	.091	.081	.242																																.130	.260		.100	.498					.054		X	.380					.040	.320	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X																		X
422	ViT_B_32 Paul Mc Grath	.067	.100	.103	.308																																.138	.275		.101	.504					.060		X	.417					.034	.270	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X																		X
422	ViT_L_16_imagenet1k Paul Mc Grath	.073	.094	.072	.215																																.135	.269		.099	.494					.070		X	.487					.051	.333	.078	.715	.617																																													X																										X
422	ViT_L_32 Paul Mc Grath	.070	.104	.102	.305																																.150	.301		.102	.511					.063		X	.439					.036	.286	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
422	bagnet9 Martin Schrimpf	.065	.092	.072	.215																																.130	.260		.110	.550					.057		X	.401					.038	.307																																																.052	.260
422	bp_resnet50_julios Mike Ferguson	.071	X																																											X	X							.141																								.130	.104	.126	.155	.136																1.0
422	deit_base_patch16_224_id Violet Xiang	.068	.089	.069	.206																																.139	.279		.098	.489					.051		X	.357					.047	.376
422	deit_base_patch16_384_id Violet Xiang	.072	.090	.070	.209																																.124	.248		.103	.515					.064		X	.450					.053	.425
422	dorinet_cornet_z	.073	.111	.103	.310																																.156	.311		.116	.582					.067			.468					.035	.279	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X																		X
422	resnet18-autoencoder Chengxu Zhuang	.074	.137	.099	.298																																.083	.165		.247	.438	.412	.275	.108		.120		X	.207	.276	.220	.134		.010	.083	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
422	resnet18-simclr Chengxu Zhuang	.068	.106	.081	.243																																.159	.318		.110	.550	X	X	X		.075		X	.524	X	X	X		.029	.231	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
422	resnet50_eMMCR_Vanilla Martin Schrimpf	.075	.015	.059																																.178										X	X							.135		.098	.179	.079	.160	.084	.077	.173	.123	.218	.048	.090	.051	.013	.063	.052	.044	.159	.061	.091	.274	.000	.000	.146	.166	.126	.134	.157																.233	.417	.164	.671	.095	.104								.520	.948	.855	.158	.194	.497	.511	.498	.929	.500	.419	.539	.598	.674	.319	.487	.329	.381
434	deit_base_distilled_patch16_224 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_base_distilled_patch16_224_id Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_base_distilled_patch16_384 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_base_distilled_patch16_384_id Violet Xiang	.061	.091	.061	.183																																.139	.278		.097	.486					.067		X	.471					.030	.243
434	deit_base_patch16_224 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_base_patch16_384 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_small_distilled_patch16_224 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_small_distilled_patch16_224_id Violet Xiang	.061	.086	.058	.173																																.121	.242		.102	.511					.063		X	.442					.035	.283
434	deit_small_patch16_224 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_small_patch16_224_id Violet Xiang	.058	.088	.064	.193																																.128	.255		.103	.514					.058		X	.403					.028	.226
434	deit_tiny_distilled_patch16_224 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_tiny_distilled_patch16_224_id Violet Xiang	.056	.086	.061	.184																																.123	.247		.101	.504					.059		X	.414					.026	.209
434	deit_tiny_patch16_224 Violet Xiang	.060	.089	.069	.206																																.119	.238		.103	.514					.065		X	.455					.032	.256
434	deit_tiny_patch16_224_id Violet Xiang	.056	.085	.061	.182																																.126	.251		.096	.481					.058		X	.404					.026	.211
434	r3m_resnet34_nocrop	.063	.107	.138	.295	.120	.837	.963	.787	.886	.950	.566	.911	.795																							.133	.266		.108	.541					.048		X	.339					.019	.150	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
434	resnet-18-LC_untrained Roman Pogodin	.061	.130	.232	.114	.580	.426	.899	.170	.658	.487	.262	.274	.233	.250	.140	.361	.651	.491	.510	.952	.621	.553	.695	.577	.660	.483	.580	.454	.414	.696	.696	.935	.904	.966		.028	.056		.177	.328	.303	.201	.051		.082		X	.133	.179	.192	.072		-0.007	-0.055	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
450	resnet50_ImageNet Chukwudi Williams	.054	.108	.093	.278	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		.146	.293		.120	.602	X	X	X		.074		X	.517	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
451	dcgan Brain-Score Team	.043	.084	.105	.316																																.113	.226		.086	.432					.031			.214					.003	.023	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X																		X
451	fitvid_trained_on_physion	.036	.057	.044	.133	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		.063	.126		.067	.185	.132	X	.021		.055		X	.142	.166	X	.076		.014	.113																																																X		X																								X
451	unet_entire Mike Ferguson	.040	.080	.090	.271																																.102	.204		.095	.476					.034		X	.240					-0.001	-0.006	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
454	my-model jancuz	.029	.062	.183	.089	.459	.533	.674	.493	.745	.629	.150	.557	.484	.000	.000	.000	.496	.393	.404	.690	.457	.829	.451	.266	.281	.441	.425	.226	.672	.363	.363	.924	.900	.949		.012	.024		.037	.068	.085	.021	.013		.018		X	.015	.071	.022	.015		-0.005	-0.053	.012	.014	.030	X	X	.029	.065	.040	.019	X	X	X	.000	X	X	X	X	X																														.054																										.271	.478	.064
455	ConvLSTM Mike Ferguson	.009	.019	X	X																																.075	.150		X	X	X	X	X		X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X	X		X	X	X		X						X																		X
455	MIM Mike Ferguson	.008	.016	X	X																																.065	.130		X	X	X	X	X		X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X				X	X		X						X																		X
455	PredRNN Mike Ferguson	.009	.018	.072	.215																																			X	X	X	X	X		X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X				X	X		X						X																		X
455	SeLaVi-VGG-Sound Martin Schrimpf	.005	.010	X																																X	.040		.081	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
455	TAU Mike Ferguson	.012	.024	.094	.283																																X	X		X		X	X	X		X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X	X	X	X	X	X		X						X																		X
455	mc3_18 Martin Schrimpf	.007	.014	.002																																.005	.056		.111	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
455	pixels Martin Schrimpf	.011	.019	.018	.053																																.002	.003		.039	.068	.085	.025	.015		.020			.015	.072	.038	.013		.002	.020	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X																		X
455	r2plus1d_18 Martin Schrimpf	.005	.011	.018																																.054	.025		.050	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
455	r3d_18 Martin Schrimpf	.011	.023	.038																																.114	.054		.107	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
455	s3d Martin Schrimpf	.013	.026	.022																																.066	.084		.167							X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
465	SeLaVi-AVE Martin Schrimpf	.004	.009	X																																X	.036		.071	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
465	SeLaVi-Kinetics400 Martin Schrimpf	.003	.007	.024																																.073	.002		.005	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
467	SeLaVi-Kinetics-Sound Martin Schrimpf	X	X	X																																X	X		X	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
467	SimVP Mike Ferguson	X	X	X	X																																X	X		X	X	X	X	X		X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X	X	X	X	X	X		X						X																		X
467	mvit_v1_b Martin Schrimpf	X	X	X																																X	X		X	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
467	mvit_v2_s Martin Schrimpf	X	X	X																																X	X		X	X					X	X			X				X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X
467	openclip Badr	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X		X	X	X	X	X		X		X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X						X

How to Interpret

The leaderboard is the heart of Brain-Score. It displays scores, all ranging from 0-1 (where 1 indicates closest alignment between model and collected data), on every benchmark available. Benchmarks are arranged hierarchically, with scores for each child benchmark averaged together to create the overall score for the parent.

model_name,layers,average_vision,neural_vision,V1,FreemanZiemba2013.V1-pls,Marques2020,V1-orientation,Marques2020_DeValois1982-pref_or,Marques2020_Ringach2002-circular_variance,Marques2020_Ringach2002-cv_bandwidth_ratio,Marques2020_Ringach2002-opr_cv_diff,Marques2020_Ringach2002-or_bandwidth,Marques2020_Ringach2002-or_selective,Marques2020_Ringach2002-orth_pref_ratio,V1-receptive_field_size,Marques2020_Cavanaugh2002-grating_summation_field,Marques2020_Cavanaugh2002-surround_diameter,V1-response_magnitude,Marques2020_FreemanZiemba2013-max_noise,Marques2020_FreemanZiemba2013-max_texture,Marques2020_Ringach2002-max_dc,V1-response_selectivity,Marques2020_FreemanZiemba2013-texture_selectivity,Marques2020_FreemanZiemba2013-texture_sparseness,Marques2020_FreemanZiemba2013-texture_variance_ratio,Marques2020_Ringach2002-modulation_ratio,V1-spatial_frequency,Marques2020_DeValois1982-peak_sf,Marques2020_Schiller1976-sf_bandwidth,Marques2020_Schiller1976-sf_selective,V1-surround_modulation,Marques2020_Cavanaugh2002-surround_suppression_index,V1-texture_modulation,Marques2020_FreemanZiemba2013-abs_texture_modulation_index,Marques2020_FreemanZiemba2013-texture_modulation_index,tong.Coggan2024_fMRI.V1-rdm,V2,FreemanZiemba2013.V2-pls,tong.Coggan2024_fMRI.V2-rdm,V4,MajajHong2015.V4-pls,Sanghavi2020.V4-pls,SanghaviJozwik2020.V4-pls,SanghaviMurty2020.V4-pls,tong.Coggan2024_fMRI.V4-rdm,IT,Bracci2019.anteriorVTC-rdm,Kar2019-ost,MajajHong2015.IT-pls,Sanghavi2020.IT-pls,SanghaviJozwik2020.IT-pls,SanghaviMurty2020.IT-pls,tong.Coggan2024_fMRI.IT-rdm,behavior_vision,Rajalingham2018-i2n,Geirhos2021-error_consistency,Geirhos2021colour-error_consistency,Geirhos2021contrast-error_consistency,Geirhos2021cueconflict-error_consistency,Geirhos2021edge-error_consistency,Geirhos2021eidolonI-error_consistency,Geirhos2021eidolonII-error_consistency,Geirhos2021eidolonIII-error_consistency,Geirhos2021falsecolour-error_consistency,Geirhos2021highpass-error_consistency,Geirhos2021lowpass-error_consistency,Geirhos2021phasescrambling-error_consistency,Geirhos2021powerequalisation-error_consistency,Geirhos2021rotation-error_consistency,Geirhos2021silhouette-error_consistency,Geirhos2021sketch-error_consistency,Geirhos2021stylized-error_consistency,Geirhos2021uniformnoise-error_consistency,Baker2022,Baker2022fragmented-accuracy_delta,Baker2022frankenstein-accuracy_delta,Baker2022inverted-accuracy_delta,BMD2024,BMD2024.dotted_1Behavioral-accuracy_distance,BMD2024.dotted_2Behavioral-accuracy_distance,BMD2024.texture_1Behavioral-accuracy_distance,BMD2024.texture_2Behavioral-accuracy_distance,Ferguson2024,Ferguson2024circle_line-value_delta,Ferguson2024color-value_delta,Ferguson2024convergence-value_delta,Ferguson2024eighth-value_delta,Ferguson2024gray_easy-value_delta,Ferguson2024gray_hard-value_delta,Ferguson2024half-value_delta,Ferguson2024juncture-value_delta,Ferguson2024lle-value_delta,Ferguson2024llh-value_delta,Ferguson2024quarter-value_delta,Ferguson2024round_f-value_delta,Ferguson2024round_v-value_delta,Ferguson2024tilted_line-value_delta,Hebart2023-match,Maniquet2024,Maniquet2024-confusion_similarity,Maniquet2024-tasks_consistency,tong.Coggan2024_behavior-ConditionWiseAccuracySimilarity,engineering_vision,ImageNet-top1,ImageNet-C-top1,ImageNet-C-noise-top1,ImageNet-C-blur-top1,ImageNet-C-weather-top1,ImageNet-C-digital-top1,ObjectNet-top1,Geirhos2021-top1,Geirhos2021colour-top1,Geirhos2021contrast-top1,Geirhos2021cueconflict-top1,Geirhos2021edge-top1,Geirhos2021eidolonI-top1,Geirhos2021eidolonII-top1,Geirhos2021eidolonIII-top1,Geirhos2021falsecolour-top1,Geirhos2021highpass-top1,Geirhos2021lowpass-top1,Geirhos2021phasescrambling-top1,Geirhos2021powerequalisation-top1,Geirhos2021rotation-top1,Geirhos2021silhouette-top1,Geirhos2021sketch-top1,Geirhos2021stylized-top1,Geirhos2021uniformnoise-top1,Hermann2020,Hermann2020cueconflict-shape_bias,Hermann2020cueconflict-shape_match
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CLIP-RN50,"{""IT"": ""clmodel.visual.layer4.0.relu"", ""V1"": ""clmodel.visual.layer2.1.relu"", ""V2"": ""clmodel.visual.layer3.1.relu"", ""V4"": ""clmodel.visual.layer2.2.relu""}",.189,.284,.329,.263,.723,.890,.965,.840,.922,.882,.879,.935,.811,.726,.763,.689,.882,.804,.901,.942,.655,.755,.711,.775,.378,.819,.703,.828,.925,.514,.514,.578,.471,.685,,.153,.306,,.387,.588,.632,.498,.216,,.267,,X,.515,.522,.459,.375,,.093,.225,.522,.769,.631,.317,.608,.409,.477,.464,.754,.422,.419,.331,.315,.367,.908,.630,.511,.537,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.362,.526,.238,.151,.204,.317,.278,.293,.578,.908,.839,.184,.481,.376,.447,.467,.896,.692,.379,.627,.696,.725,.481,.824,.340,.471,.177,.211,.142
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inception_v2-tf,"{""V1"": ""Mixed_3b""}",.189,.289,.346,.284,.755,.865,.982,.843,.878,.768,.905,.911,.766,.779,.877,.681,.887,.761,.936,.965,.651,.734,.700,.762,.407,.853,.695,.919,.944,.719,.719,.531,.422,.640,,.157,.313,,.390,.587,.639,.497,.227,,.263,,X,.539,.527,.442,.332,,.089,.505,.210,.344,.265,.160,.085,.309,.294,.302,.262,.022,.124,.123,.145,.149,.520,.088,.270,.112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.446,.739,.432,.388,.331,.479,.530,.234,.593,.978,.915,.220,.188,.521,.552,.550,.950,.422,.474,.650,.804,.695,.550,.641,.401,.575,.232,.283,.181
inception_v3-tf,"{""V1"": ""Mixed_5c""}",.194,.283,.330,.241,.750,.906,.984,.912,.881,.856,.911,.945,.850,.861,.970,.752,.845,.703,.883,.950,.661,.809,.703,.749,.383,.754,.720,.855,.688,.710,.710,.515,.438,.592,,.153,.307,,.385,.596,.627,.476,.227,,.263,,X,.545,.522,.423,.351,,.104,.477,.356,.657,.511,.311,.140,.377,.375,.395,.519,.135,.299,.251,.237,.264,.663,.172,.391,.348,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.464,.780,.464,.442,.351,.504,.557,.250,.600,.986,.948,.220,.263,.495,.539,.585,.971,.497,.449,.616,.807,.713,.500,.632,.444,.542,.225,.270,.180
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yudixie_resnet18_translation_rotation_0_240719,"{""IT"": ""layer3"", ""V1"": ""layer1"", ""V2"": ""layer2"", ""V4"": ""layer1""}",.191,.255,.342,.235,.783,.916,.941,.946,.843,.931,.838,1.000,.911,.589,.760,.417,.941,.881,.968,.972,.717,.824,.758,.710,.578,.819,.635,.859,.965,.806,.806,.690,.594,.787,.007,.127,.251,.003,.327,.558,.549,.372,.154,.003,.225,.264,X,.401,.434,.294,.173,.009,.127,.082,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.388,.082,1.0,.349,.121,.098,.338,.631,.036,.337,.709,.231,1.0,.225,.270,.028,.519,.508,.531,.002,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
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RN50,"{""IT"": ""layer4.0.relu"", ""V1"": ""layer2.1.relu"", ""V2"": ""layer3.1.relu"", ""V4"": ""layer2.0.relu""}",.125,.223,.091,.273,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.158,.315,,.384,.588,.621,.462,.247,,.262,,X,.504,.516,.466,.346,,.027,.220,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,
convnext_small_imagenet_1_seed-0,"{""IT"": ""features.5.9.block.0"", ""V1"": ""features.5.2.block.0"", ""V2"": ""features.5.17.block.0"", ""V4"": ""features.4.0""}",.124,.151,.293,.047,.614,.719,.928,.459,.593,.821,.859,.793,.577,.198,.085,.312,.628,.452,.573,.859,.555,.859,.679,.241,.440,.648,.769,.293,.883,.698,.698,.852,.803,.900,.219,.105,.007,.203,.092,.073,.104,.036,.031,.215,.114,.055,X,.027,.093,.041,.054,.527,.098,-0.067,.043,.009,.020,.096,.042,.015,.032,.007,.039,.051,.005,.066,.041,.054,.082,.020,.088,.058,.002,.000,.007,.000,.110,.104,.126,.103,.105,.384,.767,.175,.516,.399,.318,.307,.882,.288,.062,.126,.189,.443,.499,.401,.083,.226,.186,.266,.002,.060,.001,.001,.000,.001,.001,.001,,.063,.062,.070,.076,.062,.044,.062,.060,.057,.062,.068,.064,.064,.064,.062,.046,.068,.080,.234,.396,.072
mobilenet_v2_0.35_96,"{""V1"": ""layer_5/output""}",.124,.195,.077,.183,.048,.110,,.769,,,,,,,,,,,,,.226,,,.903,,,,,,,,,,,,.124,.249,,.323,.501,.536,.419,.159,,.257,,X,.460,.468,.519,.351,,.052,.351,.063,.036,.015,.133,.055,.131,.104,.124,.015,.026,.061,.063,.014,.055,.102,.038,.088,.013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.222,.455,.187,.105,.156,.198,.288,.054,.414,.797,.376,.294,.306,.510,.467,.463,.768,.172,.282,.417,.354,.406,.494,.419,.315,.196,,,
r3m_resnet50_nocrop,"{""IT"": ""convnet.layer4.0.relu"", ""V1"": ""convnet.layer2.3.relu"", ""V2"": ""convnet.layer4.1.relu"", ""V4"": ""convnet.layer3.1.relu""}",.122,.217,.351,.289,.765,.697,.808,.550,.889,.791,.517,.797,.528,.629,.712,.545,.930,.906,.915,.968,.783,.739,.804,.987,.601,.825,.695,.928,.852,.811,.811,.678,.593,.763,,.130,.259,,.242,.494,.539,X,.176,,.145,,X,.332,.375,X,.308,,.026,.211,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,
resnet18-instance_recognition,,.117,.224,.089,.267,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.147,.294,,.366,.548,.617,.446,.218,,.292,,X,.522,.543,.529,.453,,.011,.090,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,
resnet18-local_aggregation,,.122,.221,.084,.253,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.154,.308,,.368,.563,.625,.444,.209,,.279,,X,.536,.540,.467,.409,,.022,.177,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
CORnetZ_CIFAR10,"{""IT"": ""IT"", ""V1"": ""IT"", ""V2"": ""IT"", ""V4"": ""V2""}",.113,.217,.328,.317,.668,.631,.883,.447,.808,.703,.554,.601,.422,.542,.494,.589,.824,.762,.763,.947,.418,.383,.254,.783,.252,.727,.694,.495,.991,.686,.686,.846,.945,.747,,.130,.259,,.246,.454,.392,.277,.108,,.163,,X,.285,.316,.333,.211,,.009,.076,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
hmax,"{""IT"": ""c2_2"", ""V1"": ""c2_7"", ""V2"": ""c2_3"", ""V4"": ""c2_0""}",.109,.173,.349,.183,.558,.687,.983,.535,.700,.405,.644,.986,.553,.528,.666,.390,.682,.705,.653,.689,.232,.209,.094,.427,.199,.668,.503,.662,.839,.363,.363,.746,.807,.684,.307,.180,.263,.097,.108,.179,X,.224,.083,.053,.053,-0.007,X,.122,X,X,X,.254,.045,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.198,X,X,.317,X,.138,.437,.517,X,X,X,X,.346,.509,.507,.022,,,,.142,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
my-model,"{""IT"": ""feature_layer3.odefunc.conv2"", ""V1"": ""feature_layer2.odefunc.conv2"", ""V2"": ""feature_layer3.odefunc.conv2"", ""V4"": ""feature_layer3.odefunc.conv2""}",.113,.225,.314,.226,.718,.825,.922,.687,.939,.874,.783,.891,.677,.672,.761,.582,.875,.847,.848,.929,.650,.880,.814,.303,.601,.760,.755,.743,.782,.374,.374,.870,.829,.911,,.100,.201,,.316,.519,.519,.347,.197,,.169,,X,.283,.346,.283,.268,,.001,.004,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet18-colorization,,.107,.207,.090,.269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.133,.265,,.368,.568,.651,.436,.185,,.240,,X,.410,.466,.419,.381,,.008,.060,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet18-contrastive_multiview,,.112,.204,.086,.258,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.132,.265,,.354,.551,.601,.424,.192,,.245,,X,.461,.511,.414,.327,,.020,.161,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet18-deepcluster,,.106,.211,.086,.258,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.153,.306,,.349,.545,.587,.405,.208,,.257,,X,.506,.509,.468,.320,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet50-meshes-lt-100-original-pretrained,"{""IT"": ""layer3"", ""V1"": ""maxpool"", ""V2"": ""layer3"", ""V4"": ""maxpool""}",.107,.185,.242,.285,.442,.391,.752,.169,.745,.367,.389,.138,.177,.216,.276,.156,.499,.656,.667,.172,.491,.547,.548,.671,.198,.396,.572,.456,.161,.395,.395,.707,.907,.506,,.128,.257,,.268,.473,.403,.315,.148,,.101,,X,.212,.218,.175,.103,,.028,.185,.042,.022,.012,.066,.042,.058,.030,.039,.008,.044,.016,.114,.033,.018,.059,.023,.044,.088,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.071,.001,.001,.001,.001,.001,.001,.000,.063,.056,.062,.065,.062,.051,.061,.060,.062,.069,.056,.061,.062,.062,.094,.066,.061,.062,.287,.510,.065
resnet50_FractalDB,"{""IT"": ""layer3"", ""V1"": ""layer2"", ""V2"": ""layer3"", ""V4"": ""layer3""}",.113,.207,.381,.327,.816,.808,.934,.703,.893,.787,.856,.828,.655,.829,.924,.735,.977,.962,.984,.984,.727,.729,.659,.739,.781,.905,.787,.941,.987,.782,.782,.687,.634,.740,,.111,.222,,.200,.342,.369,.193,.094,,.135,,X,.215,.280,.301,.152,,.019,.112,.039,.004,.070,.032,.055,.057,.024,.023,.019,.092,.026,.012,.036,.012,.089,.011,.057,.044,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
v1-pyr-nodown,,.111,.220,.375,.407,.717,.725,.986,.695,.705,.419,.581,1.0,.689,.569,.764,.374,.879,.894,.871,.872,.761,.896,.681,.684,.783,.658,.510,.735,.731,.484,.484,.941,.929,.953,,.143,.286,,.239,.430,.407,.244,.116,,.125,,X,.206,.295,.190,.185,,.001,.009,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,X,,
deit_small_imagenet_1_seed-0,"{""IT"": ""blocks.9.norm2"", ""V1"": ""blocks.2.norm1"", ""V2"": ""blocks.6.norm2"", ""V4"": ""blocks.5.norm1""}",.105,.083,.084,.048,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.204,.073,.005,.142,.079,.078,.114,.038,.021,.144,.094,.068,X,.026,.095,.056,.030,.384,.126,-0.010,.071,.027,.106,.087,.021,.094,.174,.112,.016,.095,.085,.114,.031,.008,.084,.025,.047,.089,.000,.000,.000,.000,.110,.104,.126,.103,.105,.391,.121,.159,.425,.268,.120,.971,.698,.184,.337,.242,.757,.400,.249,.539,.029,.415,.533,.296,.006,.082,.001,.001,.001,.001,.001,.001,,.075,.089,.072,.077,.062,.075,.084,.081,.075,.062,.071,.086,.062,.077,.087,.064,.065,.089,.331,.584,.078
resnet-18_untrained,"{""IT"": ""layer4.1.relu2"", ""V1"": ""layer1.0.relu1"", ""V2"": ""layer2.1.relu2"", ""V4"": ""layer1.0.relu1""}",.096,.184,.344,.277,.755,.874,.890,.788,.887,.958,.857,.992,.749,.558,.726,.390,.972,.974,.964,.977,.649,.781,.822,.427,.565,.857,.795,.854,.922,.472,.472,.907,.900,.914,,.058,.116,,.227,.431,.369,.245,.089,,.108,,X,.159,.223,.223,.150,,.008,.067,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,
resnet-50_untrained,"{""IT"": ""layer3.3.relu2"", ""V1"": ""layer1.0.relu2"", ""V2"": ""layer1.0.relu2"", ""V4"": ""layer1.0.relu2""}",.098,.191,.360,.294,.787,.890,.907,.791,.839,.957,.930,.988,.815,.548,.708,.389,.968,.948,.977,.978,.675,.871,.801,.391,.638,.908,.844,.901,.979,.584,.584,.935,.922,.948,,.064,.128,,.230,.436,.368,.250,.095,,.109,,X,.184,.214,.204,.158,,.005,X,.040,.009,.012,.031,.059,.002,.041,.018,.003,.033,.067,.114,.024,.021,.070,.022,.127,.021,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.013,.001,.001,.001,.001,.001,.001,.000,.063,.062,.065,.060,.062,.066,.062,.062,.062,.064,.064,.062,.062,.062,.062,.076,.058,.058,,,
resnet-50x2_untrained,"{""IT"": ""layer2.3.relu2"", ""V1"": ""layer1.0.relu2"", ""V2"": ""layer1.0.relu2"", ""V4"": ""layer1.0.relu2""}",.095,.189,.346,.272,.766,.882,.832,.797,.860,.984,.903,.995,.806,.547,.704,.389,.966,.960,.966,.971,.642,.747,.849,.383,.588,.829,.790,.794,.902,.565,.565,.933,.923,.944,,.063,.126,,.229,.420,.361,.270,.094,,.118,,X,.192,.221,.265,.148,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
resnet18-depth_prediction,,.095,.178,.095,.285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.123,.246,,.309,.509,.498,.380,.160,,.183,,X,.315,.408,.338,.223,,.013,.102,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet18-relative_position,,.102,.206,.093,.278,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.151,.302,,.357,.544,.604,.430,.208,,.221,,X,.388,.448,.398,.316,,-0.001,-0.006,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet50-cifar,"{""IT"": ""layer2.1"", ""V1"": ""maxpool"", ""V2"": ""layer2.3"", ""V4"": ""layer1.1""}",.105,.204,.280,.278,.562,.737,.900,.722,.745,.722,.393,.933,.743,.000,.000,.000,.827,.800,.730,.950,.567,.724,.543,.536,.467,.620,.248,.661,.951,.363,.363,.819,.899,.740,,.087,.174,,.282,.432,.471,.392,.114,,.167,,X,.278,.359,.360,.176,,.007,.054,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
CORnetZ_CIFAR10_bs32_20_04,"{""IT"": ""V4"", ""V1"": ""V1"", ""V2"": ""V4"", ""V4"": ""V1""}",.089,.177,.276,.244,.584,.660,.885,.605,.507,.547,.229,1.0,.850,.000,.000,.000,.979,.988,.979,.968,.535,.617,.749,.369,.405,.737,.702,.670,.840,.362,.362,.813,.851,.775,,.088,.176,,.226,.419,.382,.249,.081,,.118,,X,.206,.276,.250,.095,,.002,.014,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,X,,
ViT_B_16_imagenet1k,"{""IT"": ""transformer.blocks.3.pwff.fc2"", ""V1"": ""transformer.blocks.0.pwff.fc2"", ""V2"": ""transformer.blocks.1.pwff.fc2"", ""V4"": ""transformer.blocks.2.pwff.fc2""}",.092,.091,.078,.234,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.130,.261,,.097,.485,,,,,.058,,,.408,,,,,.092,.335,.404,.640,.658,.376,.084,.677,.699,.582,.588,.111,.409,.363,.339,.182,.023,.095,.570,.476,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.059,,,,,,,,.294,.981,.948,.295,.125,.557,.581,.594,.923,,,,,,,,,,X,,
ViT_B_32_imagenet1k,"{""IT"": ""transformer.blocks.4.pwff.fc2"", ""V1"": ""transformer.blocks.2.pwff.fc2"", ""V2"": ""transformer.blocks.2.pwff.fc2"", ""V4"": ""transformer.blocks.0.pwff.fc2""}",.086,.101,.090,.271,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.143,.285,,.107,.536,,,,,.062,,X,.437,,,,,.072,.276,.299,.320,.533,.309,.062,.522,.518,.502,.368,.024,.244,.247,.217,.152,.056,.067,.494,.455,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.112,,,,,,,,.561,.959,.934,.276,.106,.535,.570,.573,.916,.434,.487,.594,.766,.596,.263,.461,.476,.586,X,,
alexnet,"{""IT"": ""features.12"", ""V1"": ""features.2"", ""V2"": ""features.7"", ""V4"": ""features.7""}",.088,.116,.105,.316,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.176,.353,,.110,.550,,,,,.073,,X,.508,,,,,.060,.370,.114,.134,.123,.128,.069,.281,.252,.167,.055,.045,.056,.060,.097,.049,.203,.041,.139,.038,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.087,,,,,,,,.434,.864,.435,.189,.294,.474,.448,.438,.777,.264,.345,.520,.505,.482,.431,.450,.279,.177,X,,
efficientnet-b0,,.088,.105,.072,.215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.159,.317,,.111,.556,,X,X,,.078,,X,.547,X,X,X,,.072,.573,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
efficientnet-b2,,.086,.105,.071,.213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.159,.317,,.114,.569,,X,X,,.078,,X,.547,X,X,X,,.066,.526,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
efficientnet-b4,,.085,.103,.076,.228,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.143,.286,,.115,.575,,X,X,,.078,,X,.543,X,X,X,,.067,.535,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
efficientnet-b6,,.085,.106,.088,.263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.147,.295,,.113,.563,,X,X,,.077,,X,.541,X,X,X,,.064,.513,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
mobilevit_small,"{""IT"": ""mobilevit.encoder.layer.4"", ""V1"": ""mobilevit.encoder.layer.3"", ""V2"": ""mobilevit.encoder.layer.4"", ""V4"": ""mobilevit.encoder.layer.3""}",.091,.161,.264,.206,.585,.234,.786,X,,X,X,.855,,.682,.625,.740,.883,.911,.752,.986,.674,.898,.673,.685,.441,.617,.429,.477,.947,.701,.701,.306,X,.611,,.082,.165,,.162,.376,.371,X,.062,,.135,,X,.215,.276,.295,.156,,.020,.103,.032,.004,.118,.079,.050,.008,.052,.000,.010,.049,.013,.051,.010,.007,.023,,.064,,.000,.000,.000,.000,,,,,,,,,,,,,,,,,,,,,.029,,,,X,.016,,,,,,,,.048,.045,,,.062,.056,.045,.046,.050,.052,.049,.037,.062,.060,.062,.062,.070,.060,.033,,.065
resnet18-contrastive_predictive,,.089,.177,.082,.247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.131,.263,,.278,.497,.443,.296,.155,,.214,,X,.325,.433,.370,.370,,.001,.010,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,
resnet50-meshes-lt-100-original-scratch,"{""IT"": ""maxpool"", ""V1"": ""maxpool"", ""V2"": ""maxpool"", ""V4"": ""maxpool""}",.094,.170,.224,.273,.398,.274,.966,.081,.333,.265,.108,.052,.115,.000,.000,.000,.538,.743,.755,.116,.529,.532,.668,.665,.253,.388,.763,.338,.063,.363,.363,.695,.883,.506,,.090,.180,,.259,.466,.388,.308,.135,,.106,,X,.132,.217,.237,.160,,.017,.083,.054,.009,.120,.052,.055,.094,.043,.126,.010,.075,.074,.033,.053,.009,.075,.018,.044,.028,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.069,.001,.001,.001,.001,.001,.001,.000,.063,.062,.062,.062,.069,.062,.062,.062,.062,.062,.062,.064,.057,.062,.062,.062,.062,.062,.281,.500,.062
AT_efficientnet-b0,,.083,.109,.079,.238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.167,.334,,.114,.570,,X,X,,.076,,X,.534,X,X,X,,.056,.447,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
cornetz_contrastive,"{""IT"": ""model.encoder.block4.output"", ""V1"": ""model.encoder.block2.output"", ""V2"": ""model.encoder.block3.output"", ""V4"": ""model.encoder.block3.output""}",.081,.118,.108,.325,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.177,.353,,.110,.551,,,,,.076,,X,.535,,,,,.043,.346,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
prednet,"{""IT"": ""R_3""}",.084,.167,.075,.224,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.117,.234,,.310,.503,.502,.374,.173,,.166,,,.275,.351,.297,.241,,.002,.014,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_pretrained_with_retinal_waves,"{""IT"": ""maxpool"", ""V1"": ""maxpool"", ""V2"": ""avgpool"", ""V4"": ""maxpool""}",.079,.165,.284,.283,.569,.585,.731,.515,.787,.661,.428,.481,.489,.000,.000,.000,.847,.773,.850,.918,.710,.858,.776,.510,.697,.590,.534,.397,.838,.363,.363,.891,.926,.856,,.054,.107,,.227,.421,.382,.236,.094,,.094,,X,.130,.183,.207,.140,,-0.007,-0.053,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
ViT_B_16,"{""IT"": ""transformer.blocks.2.pwff.fc2"", ""V1"": ""transformer.blocks.1.pwff.fc2"", ""V2"": ""transformer.blocks.0.pwff.fc2"", ""V4"": ""transformer.blocks.0.pwff.fc2""}",.066,.091,.081,.242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.130,.260,,.100,.498,,,,,.054,,X,.380,,,,,.040,.320,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,X,,
ViT_B_32,"{""IT"": ""transformer.blocks.4.pwff.fc2"", ""V1"": ""transformer.blocks.1.pwff.fc2"", ""V2"": ""transformer.blocks.4.pwff.fc2"", ""V4"": ""transformer.blocks.0.pwff.fc2""}",.067,.100,.103,.308,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.138,.275,,.101,.504,,,,,.060,,X,.417,,,,,.034,.270,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,X,,
ViT_L_16_imagenet1k,"{""IT"": ""transformer.blocks.17.pwff.fc2"", ""V1"": ""transformer.blocks.0.pwff.fc2"", ""V2"": ""transformer.blocks.17.pwff.fc2"", ""V4"": ""transformer.blocks.0.pwff.fc2""}",.073,.094,.072,.215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.135,.269,,.099,.494,,,,,.070,,X,.487,,,,,.051,.333,.078,.715,.617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,X,,
ViT_L_32,"{""IT"": ""transformer.blocks.6.pwff.fc2"", ""V1"": ""transformer.blocks.2.pwff.fc2"", ""V2"": ""transformer.blocks.5.pwff.fc2"", ""V4"": ""transformer.blocks.0.pwff.fc2""}",.070,.104,.102,.305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.150,.301,,.102,.511,,,,,.063,,X,.439,,,,,.036,.286,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
bagnet9,,.065,.092,.072,.215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.130,.260,,.110,.550,,,,,.057,,X,.401,,,,,.038,.307,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.052,.260,,,,,,,,,,,,,,,,,,,,,,,,,,,
bp_resnet50_julios,,.071,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,,,,,,.141,,,,,,,,,,,,,,,,,,,,,,,,.130,.104,.126,.155,.136,,,,,,,,,,,,,,,,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_patch16_224_id,"{""IT"": ""blocks.2.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.7.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.068,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.139,.279,,.098,.489,,,,,.051,,X,.357,,,,,.047,.376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_patch16_384_id,"{""IT"": ""blocks.8.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.2.mlp.fc2"", ""V4"": ""blocks.0.mlp.fc2""}",.072,.090,.070,.209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.124,.248,,.103,.515,,,,,.064,,X,.450,,,,,.053,.425,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
dorinet_cornet_z,"{""IT"": ""V4"", ""V1"": ""V2"", ""V2"": ""V4"", ""V4"": ""V2""}",.073,.111,.103,.310,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.156,.311,,.116,.582,,,,,.067,,,.468,,,,,.035,.279,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet18-autoencoder,,.074,.137,.099,.298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.083,.165,,.247,.438,.412,.275,.108,,.120,,X,.207,.276,.220,.134,,.010,.083,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet18-simclr,"{""IT"": ""encode_9"", ""V1"": ""encode_5"", ""V2"": ""encode_6"", ""V4"": ""encode_6""}",.068,.106,.081,.243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.159,.318,,.110,.550,X,X,X,,.075,,X,.524,X,X,X,,.029,.231,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet50_eMMCR_Vanilla,"{""V1"": ""layer3.1""}",.075,.015,.059,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.178,,,,,,,,,,X,X,,,,,,,.135,,.098,.179,.079,.160,.084,.077,.173,.123,.218,.048,.090,.051,.013,.063,.052,.044,.159,.061,.091,.274,.000,.000,.146,.166,.126,.134,.157,,,,,,,,,,,,,,,,.233,.417,.164,.671,.095,.104,,,,,,,,.520,.948,.855,.158,.194,.497,.511,.498,.929,.500,.419,.539,.598,.674,.319,.487,.329,.381,,,
deit_base_distilled_patch16_224,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_distilled_patch16_224_id,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_distilled_patch16_384,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_distilled_patch16_384_id,"{""IT"": ""blocks.6.mlp.fc2"", ""V1"": ""blocks.0.mlp.fc2"", ""V2"": ""blocks.6.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.061,.091,.061,.183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.139,.278,,.097,.486,,,,,.067,,X,.471,,,,,.030,.243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_patch16_224,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_patch16_384,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_distilled_patch16_224,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_distilled_patch16_224_id,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.3.mlp.fc2"", ""V2"": ""blocks.6.mlp.fc2"", ""V4"": ""blocks.0.mlp.fc2""}",.061,.086,.058,.173,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.121,.242,,.102,.511,,,,,.063,,X,.442,,,,,.035,.283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_patch16_224,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_patch16_224_id,"{""IT"": ""blocks.3.mlp.fc2"", ""V1"": ""blocks.0.mlp.fc2"", ""V2"": ""blocks.0.mlp.fc2"", ""V4"": ""blocks.0.mlp.fc2""}",.058,.088,.064,.193,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.128,.255,,.103,.514,,,,,.058,,X,.403,,,,,.028,.226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_distilled_patch16_224,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_distilled_patch16_224_id,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.6.mlp.fc2"", ""V4"": ""blocks.1.mlp.fc2""}",.056,.086,.061,.184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.123,.247,,.101,.504,,,,,.059,,X,.414,,,,,.026,.209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_patch16_224,"{""IT"": ""blocks.5.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.3.mlp.fc2"", ""V4"": ""blocks.2.mlp.fc2""}",.060,.089,.069,.206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.119,.238,,.103,.514,,,,,.065,,X,.455,,,,,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_patch16_224_id,"{""IT"": ""blocks.4.mlp.fc2"", ""V1"": ""blocks.1.mlp.fc2"", ""V2"": ""blocks.4.mlp.fc2"", ""V4"": ""blocks.0.mlp.fc2""}",.056,.085,.061,.182,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.126,.251,,.096,.481,,,,,.058,,X,.404,,,,,.026,.211,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
r3m_resnet34_nocrop,"{""IT"": ""convnet.layer3.4.relu"", ""V1"": ""convnet.layer1.0.relu"", ""V2"": ""convnet.layer4.0.relu"", ""V4"": ""convnet.layer2.3.relu""}",.063,.107,.138,.295,.120,.837,.963,.787,.886,.950,.566,.911,.795,,,,,,,,,,,,,,,,,,,,,,,.133,.266,,.108,.541,,,,,.048,,X,.339,,,,,.019,.150,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
resnet-18-LC_untrained,"{""IT"": ""layer4.1.relu1"", ""V1"": ""layer4.1.relu1"", ""V2"": ""layer3.1.relu2"", ""V4"": ""layer1.0.relu1""}",.061,.130,.232,.114,.580,.426,.899,.170,.658,.487,.262,.274,.233,.250,.140,.361,.651,.491,.510,.952,.621,.553,.695,.577,.660,.483,.580,.454,.414,.696,.696,.935,.904,.966,,.028,.056,,.177,.328,.303,.201,.051,,.082,,X,.133,.179,.192,.072,,-0.007,-0.055,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
resnet50_ImageNet,"{""IT"": ""layer3"", ""V1"": ""layer2"", ""V2"": ""layer2"", ""V4"": ""layer2""}",.054,.108,.093,.278,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,.146,.293,,.120,.602,X,X,X,,.074,,X,.517,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
dcgan,,.043,.084,.105,.316,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.113,.226,,.086,.432,,,,,.031,,,.214,,,,,.003,.023,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,X,,
fitvid_trained_on_physion,"{""IT"": ""slicers.encoder"", ""V1"": ""slicers.encoder"", ""V2"": ""slicers.encoder"", ""V4"": ""slicers.encoder""}",.036,.057,.044,.133,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,.063,.126,,.067,.185,.132,X,.021,,.055,,X,.142,.166,X,.076,,.014,.113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,,,,,,,,,,,,,,,,,,,X,,
unet_entire,"{""IT"": ""down4.maxpool_conv.1.double_conv.5"", ""V1"": ""down4.maxpool_conv.1.double_conv.5"", ""V2"": ""down4.maxpool_conv.1.double_conv.5"", ""V4"": ""down3.maxpool_conv.1.double_conv.5""}",.040,.080,.090,.271,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.102,.204,,.095,.476,,,,,.034,,X,.240,,,,,-0.001,-0.006,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
my-model,"{""IT"": ""conv1"", ""V1"": ""relu1"", ""V2"": ""relu1"", ""V4"": ""conv1""}",.029,.062,.183,.089,.459,.533,.674,.493,.745,.629,.150,.557,.484,.000,.000,.000,.496,.393,.404,.690,.457,.829,.451,.266,.281,.441,.425,.226,.672,.363,.363,.924,.900,.949,,.012,.024,,.037,.068,.085,.021,.013,,.018,,X,.015,.071,.022,.015,,-0.005,-0.053,.012,.014,.030,X,X,.029,.065,.040,.019,X,X,X,.000,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.054,,,,,,,,,,,,,,,,,,,,,,,,,,.271,.478,.064
ConvLSTM,"{""V2"": ""cell_list.3""}",.009,.019,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.075,.150,,X,X,X,X,X,,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,,X,X,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
MIM,"{""V2"": ""stlstm_layer_diff.2""}",.008,.016,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.065,.130,,X,X,X,X,X,,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,,,,X,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
PredRNN,"{""V1"": ""cell_list.3""}",.009,.018,.072,.215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,,,,X,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
SeLaVi-VGG-Sound,"{""V2"": ""base.layer4""}",.005,.010,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,.040,,.081,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
TAU,"{""V1"": ""dec.dec.0""}",.012,.024,.094,.283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,X,,X,X,X,,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,X,X,X,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
mc3_18,"{""V1"": ""layer2"", ""V2"": ""layer3""}",.007,.014,.002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.005,.056,,.111,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
pixels,,.011,.019,.018,.053,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.002,.003,,.039,.068,.085,.025,.015,,.020,,,.015,.072,.038,.013,,.002,.020,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
r2plus1d_18,"{""V1"": ""layer3"", ""V2"": ""layer3""}",.005,.011,.018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.054,.025,,.050,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
r3d_18,"{""V1"": ""layer3"", ""V2"": ""layer3""}",.011,.023,.038,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.114,.054,,.107,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
s3d,"{""V1"": ""features.2"", ""V2"": ""features.8""}",.013,.026,.022,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.066,.084,,.167,,,,,,,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
SeLaVi-AVE,"{""V2"": ""base.layer4""}",.004,.009,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,.036,,.071,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
SeLaVi-Kinetics400,"{""V1"": ""base.layer4"", ""V2"": ""base.layer3""}",.003,.007,.024,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.073,.002,,.005,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
SeLaVi-Kinetics-Sound,,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,X,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
SimVP,,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,X,X,X,X,X,,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,X,X,X,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,X,,
mvit_v1_b,,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,X,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
mvit_v2_s,,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,X,X,,,,,X,X,,,X,,,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,,,,,,,,,,,,,,,,,,,,
openclip,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,,X,X,X,X,X,,X,,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,

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