Sample stimuli

sample 0 sample 1 sample 2 sample 3 sample 4 sample 5 sample 6 sample 7 sample 8 sample 9

How to use

from brainscore_vision import load_benchmark
benchmark = load_benchmark("Marques2020_FreemanZiemba2013-texture_selectivity")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.981
2
.977
3
.977
4
.968
5
.944
6
.942
7
.938
8
.931
9
.928
10
.924
11
.920
12
.917
13
.914
14
.910
15
.909
16
.905
17
.906
18
.904
19
.900
20
.898
21
.896
22
.881
23
.881
24
.880
25
.881
26
.878
27
.877
28
.871
29
.871
30
.868
31
.867
32
.864
33
.865
34
.865
35
.863
36
.864
37
.863
38
.861
39
.862
40
.860
41
.859
42
.858
43
.857
44
.857
45
.854
46
.851
47
.850
48
.850
49
.849
50
.847
51
.849
52
.844
53
.843
54
.843
55
.844
56
.843
57
.841
58
.841
59
.842
60
.842
61
.841
62
.841
63
.838
64
.839
65
.838
66
.837
67
.834
68
.836
69
.835
70
.836
71
.835
72
.834
73
.832
74
.834
75
.834
76
.833
77
.833
78
.832
79
.829
80
.830
81
.830
82
.828
83
.828
84
.829
85
.826
86
.826
87
.826
88
.825
89
.825
90
.824
91
.824
92
.823
93
.822
94
.823
95
.821
96
.822
97
.821
98
.820
99
.820
100
.820
101
.820
102
.820
103
.818
104
.820
105
.820
106
.819
107
.819
108
.819
109
.818
110
.818
111
.818
112
.818
113
.816
114
.817
115
.815
116
.816
117
.814
118
.814
119
.814
120
.813
121
.814
122
.813
123
.812
124
.810
125
.811
126
.809
127
.807
128
.808
129
.808
130
.809
131
.807
132
.807
133
.805
134
.802
135
.801
136
.802
137
.803
138
.801
139
.797
140
.797
141
.798
142
.797
143
.797
144
.797
145
.795
146
.793
147
.792
148
.791
149
.790
150
.789
151
.789
152
.788
153
.788
154
.786
155
.786
156
.786
157
.785
158
.784
159
.784
160
.783
161
.784
162
.784
163
.783
164
.783
165
.783
166
.782
167
.782
168
.782
169
.780
170
.780
171
.780
172
.781
173
.780
174
.780
175
.779
176
.778
177
.779
178
.777
179
.778
180
.776
181
.776
182
.775
183
.776
184
.773
185
.775
186
.773
187
.773
188
.772
189
.770
190
.770
191
.770
192
.770
193
.769
194
.767
195
.767
196
.767
197
.766
198
.766
199
.766
200
.766
201
.764
202
.765
203
.764
204
.763
205
.763
206
.761
207
.760
208
.758
209
.758
210
.755
211
.754
212
.755
213
.754
214
.752
215
.752
216
.752
217
.752
218
.751
219
.751
220
.748
221
.747
222
.748
223
.747
224
.747
225
.747
226
.746
227
.745
228
.745
229
.743
230
.742
231
.742
232
.740
233
.741
234
.739
235
.739
236
.738
237
.738
238
.736
239
.734
240
.734
241
.731
242
.730
243
.729
244
.729
245
.729
246
.730
247
.728
248
.726
249
.724
250
.723
251
.724
252
.724
253
.723
254
.722
255
.721
256
.721
257
.721
258
.719
259
.718
260
.717
261
.717
262
.716
263
.718
264
.717
265
.715
266
.714
267
.714
268
.713
269
.713
270
.713
271
.711
272
.711
273
.711
274
.710
275
.709
276
.709
277
.708
278
.707
279
.706
280
.705
281
.705
282
.704
283
.705
284
.704
285
.702
286
.703
287
.700
288
.699
289
.699
290
.698
291
.698
292
.697
293
.694
294
.695
295
.694
296
.692
297
.692
298
.688
299
.686
300
.687
301
.686
302
.686
303
.683
304
.683
305
.684
306
.683
307
.684
308
.682
309
.681
310
.681
311
.679
312
.678
313
.679
314
.678
315
.678
316
.673
317
.671
318
.670
319
.667
320
.667
321
.665
322
.664
323
.663
324
.662
325
.661
326
.660
327
.659
328
.655
329
.655
330
.654
331
.654
332
.652
333
.652
334
.651
335
.649
336
.649
337
.650
338
.648
339
.645
340
.646
341
.643
342
.643
343
.642
344
.642
345
.641
346
.641
347
.640
348
.639
349
.639
350
.638
351
.636
352
.635
353
.633
354
.633
355
.632
356
.629
357
.628
358
.622
359
.621
360
.617
361
.616
362
.614
363
.615
364
.611
365
.610
366
.609
367
.604
368
.604
369
.601
370
.602
371
.600
372
.600
373
.599
374
.596
375
.594
376
.589
377
.589
378
.588
379
.585
380
.582
381
.579
382
.579
383
.578
384
.578
385
.578
386
.577
387
.575
388
.575
389
.571
390
.568
391
.562
392
.559
393
.559
394
.555
395
.553
396
.553
397
.544
398
.539
399
.532
400
.529
401
.516
402
.503
403
.500
404
.490
405
.481
406
.475
407
.461
408
.453
409
.451
410
.449
411
.449
412
.405
413
.401
414
.400
415
.388
416
.386
417
.385
418
.383
419
.379
420
.372
421
.358
422
.280
423
.209
424
.209
425
.209
426
.208
427
.208
428
.208
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458

Benchmark bibtex

@article{Freeman2013,
            author = {Freeman, Jeremy and Ziemba, Corey M. and Heeger, David J. and Simoncelli, E. P. and Movshon, J. A.},
            doi = {10.1038/nn.3402},
            issn = {10976256},
            journal = {Nature Neuroscience},
            number = {7},
            pages = {974--981},
            pmid = {23685719},
            publisher = {Nature Publishing Group},
            title = {{A functional and perceptual signature of the second visual area in primates}},
            url = {http://dx.doi.org/10.1038/nn.3402},
            volume = {16},
            year = {2013}
            }
            

Ceiling

0.94.

Note that scores are relative to this ceiling.

Data: Marques2020_FreemanZiemba2013

Metric: texture_selectivity