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_sparseness")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.930
2
.919
3
.917
4
.912
5
.908
6
.908
7
.907
8
.900
9
.897
10
.894
11
.886
12
.885
13
.884
14
.878
15
.877
16
.879
17
.876
18
.875
19
.875
20
.874
21
.870
22
.870
23
.868
24
.866
25
.863
26
.861
27
.857
28
.856
29
.857
30
.853
31
.849
32
.851
33
.847
34
.845
35
.845
36
.844
37
.843
38
.843
39
.842
40
.843
41
.841
42
.841
43
.841
44
.838
45
.839
46
.837
47
.839
48
.838
49
.835
50
.834
51
.832
52
.833
53
.832
54
.830
55
.829
56
.829
57
.827
58
.825
59
.825
60
.824
61
.823
62
.822
63
.823
64
.820
65
.820
66
.817
67
.814
68
.814
69
.814
70
.813
71
.813
72
.812
73
.811
74
.811
75
.808
76
.806
77
.805
78
.806
79
.804
80
.804
81
.803
82
.802
83
.802
84
.801
85
.801
86
.800
87
.799
88
.798
89
.798
90
.799
91
.796
92
.795
93
.794
94
.794
95
.793
96
.794
97
.793
98
.791
99
.792
100
.791
101
.790
102
.789
103
.789
104
.787
105
.787
106
.786
107
.784
108
.783
109
.781
110
.780
111
.780
112
.781
113
.779
114
.778
115
.780
116
.778
117
.779
118
.777
119
.777
120
.777
121
.776
122
.776
123
.776
124
.775
125
.776
126
.773
127
.772
128
.771
129
.769
130
.769
131
.768
132
.767
133
.767
134
.767
135
.766
136
.766
137
.766
138
.764
139
.762
140
.764
141
.762
142
.761
143
.763
144
.762
145
.762
146
.762
147
.761
148
.761
149
.759
150
.758
151
.756
152
.756
153
.755
154
.752
155
.752
156
.751
157
.751
158
.750
159
.750
160
.749
161
.747
162
.746
163
.746
164
.741
165
.742
166
.741
167
.741
168
.738
169
.738
170
.737
171
.737
172
.735
173
.737
174
.736
175
.734
176
.731
177
.731
178
.728
179
.726
180
.726
181
.725
182
.727
183
.718
184
.717
185
.715
186
.715
187
.714
188
.711
189
.710
190
.711
191
.709
192
.708
193
.707
194
.706
195
.705
196
.703
197
.702
198
.702
199
.700
200
.700
201
.701
202
.700
203
.699
204
.699
205
.696
206
.696
207
.696
208
.695
209
.695
210
.692
211
.692
212
.691
213
.690
214
.688
215
.687
216
.687
217
.687
218
.686
219
.684
220
.684
221
.684
222
.681
223
.683
224
.681
225
.680
226
.680
227
.679
228
.679
229
.677
230
.677
231
.677
232
.676
233
.676
234
.673
235
.671
236
.669
237
.667
238
.668
239
.666
240
.667
241
.666
242
.665
243
.663
244
.664
245
.663
246
.663
247
.659
248
.658
249
.658
250
.658
251
.658
252
.655
253
.657
254
.655
255
.654
256
.651
257
.651
258
.647
259
.646
260
.645
261
.645
262
.644
263
.644
264
.644
265
.643
266
.643
267
.643
268
.643
269
.642
270
.642
271
.642
272
.641
273
.641
274
.640
275
.640
276
.639
277
.635
278
.634
279
.634
280
.632
281
.632
282
.632
283
.631
284
.631
285
.630
286
.630
287
.628
288
.625
289
.625
290
.624
291
.622
292
.622
293
.622
294
.620
295
.618
296
.616
297
.616
298
.615
299
.613
300
.611
301
.607
302
.606
303
.603
304
.603
305
.601
306
.599
307
.600
308
.600
309
.598
310
.597
311
.596
312
.596
313
.596
314
.597
315
.594
316
.594
317
.593
318
.594
319
.593
320
.592
321
.591
322
.589
323
.588
324
.586
325
.586
326
.584
327
.582
328
.583
329
.582
330
.582
331
.578
332
.579
333
.577
334
.572
335
.572
336
.570
337
.569
338
.568
339
.565
340
.564
341
.560
342
.555
343
.554
344
.554
345
.550
346
.548
347
.545
348
.546
349
.543
350
.543
351
.542
352
.539
353
.534
354
.533
355
.529
356
.525
357
.523
358
.523
359
.517
360
.515
361
.513
362
.511
363
.509
364
.509
365
.508
366
.506
367
.500
368
.498
369
.498
370
.497
371
.490
372
.487
373
.486
374
.467
375
.455
376
.451
377
.451
378
.451
379
.439
380
.433
381
.430
382
.422
383
.412
384
.386
385
.376
386
.358
387
.347
388
.338
389
.330
390
.329
391
.325
392
.325
393
.268
394
.265
395
.254
396
.247
397
.245
398
.241
399
.210
400
.164
401
.157
402
.094
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429

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

0.93.

Note that scores are relative to this ceiling.

Data: Marques2020_FreemanZiemba2013

Metric: texture_sparseness