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-abs_texture_modulation_index")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.996
2
.992
3
.988
4
.969
5
.969
6
.964
7
.948
8
.947
9
.945
10
.944
11
.945
12
.944
13
.943
14
.938
15
.938
16
.938
17
.931
18
.929
19
.926
20
.925
21
.923
22
.922
23
.920
24
.916
25
.919
26
.912
27
.913
28
.913
29
.911
30
.909
31
.905
32
.905
33
.904
34
.905
35
.900
36
.900
37
.899
38
.898
39
.892
40
.888
41
.887
42
.886
43
.877
44
.876
45
.866
46
.862
47
.860
48
.858
49
.853
50
.851
51
.851
52
.842
53
.831
54
.829
55
.824
56
.822
57
.807
58
.807
59
.807
60
.803
61
.794
62
.783
63
.783
64
.782
65
.779
66
.764
67
.762
68
.762
69
.758
70
.752
71
.749
72
.738
73
.738
74
.736
75
.734
76
.728
77
.712
78
.701
79
.697
80
.692
81
.686
82
.685
83
.686
84
.683
85
.680
86
.679
87
.676
88
.676
89
.671
90
.670
91
.662
92
.662
93
.662
94
.658
95
.656
96
.655
97
.654
98
.652
99
.653
100
.652
101
.652
102
.651
103
.651
104
.650
105
.647
106
.640
107
.634
108
.634
109
.627
110
.626
111
.625
112
.626
113
.624
114
.620
115
.619
116
.617
117
.616
118
.613
119
.609
120
.609
121
.607
122
.607
123
.607
124
.606
125
.605
126
.605
127
.604
128
.604
129
.602
130
.601
131
.600
132
.598
133
.597
134
.596
135
.596
136
.594
137
.593
138
.593
139
.593
140
.593
141
.592
142
.592
143
.592
144
.587
145
.584
146
.583
147
.583
148
.583
149
.582
150
.581
151
.579
152
.577
153
.578
154
.578
155
.575
156
.575
157
.574
158
.574
159
.572
160
.571
161
.569
162
.569
163
.569
164
.568
165
.566
166
.567
167
.566
168
.565
169
.565
170
.564
171
.564
172
.561
173
.561
174
.559
175
.559
176
.558
177
.558
178
.555
179
.552
180
.551
181
.550
182
.550
183
.549
184
.549
185
.548
186
.547
187
.547
188
.545
189
.546
190
.544
191
.543
192
.542
193
.541
194
.541
195
.539
196
.534
197
.533
198
.534
199
.532
200
.533
201
.532
202
.531
203
.530
204
.531
205
.528
206
.525
207
.523
208
.523
209
.522
210
.522
211
.519
212
.520
213
.519
214
.518
215
.518
216
.517
217
.516
218
.517
219
.516
220
.516
221
.515
222
.515
223
.515
224
.513
225
.512
226
.512
227
.511
228
.511
229
.511
230
.510
231
.509
232
.508
233
.508
234
.508
235
.506
236
.507
237
.505
238
.505
239
.504
240
.501
241
.501
242
.499
243
.497
244
.496
245
.494
246
.495
247
.494
248
.494
249
.493
250
.492
251
.492
252
.492
253
.490
254
.490
255
.490
256
.490
257
.489
258
.489
259
.487
260
.487
261
.487
262
.486
263
.483
264
.482
265
.481
266
.481
267
.481
268
.480
269
.479
270
.478
271
.478
272
.477
273
.476
274
.476
275
.472
276
.472
277
.471
278
.471
279
.469
280
.468
281
.466
282
.465
283
.462
284
.462
285
.461
286
.462
287
.460
288
.459
289
.460
290
.459
291
.459
292
.458
293
.458
294
.455
295
.454
296
.453
297
.452
298
.452
299
.452
300
.452
301
.451
302
.450
303
.451
304
.450
305
.449
306
.450
307
.448
308
.448
309
.448
310
.446
311
.445
312
.445
313
.443
314
.441
315
.441
316
.440
317
.438
318
.437
319
.437
320
.436
321
.436
322
.435
323
.434
324
.434
325
.434
326
.432
327
.431
328
.431
329
.429
330
.428
331
.428
332
.427
333
.426
334
.425
335
.426
336
.425
337
.424
338
.423
339
.422
340
.421
341
.420
342
.419
343
.419
344
.415
345
.414
346
.412
347
.410
348
.409
349
.408
350
.409
351
.408
352
.408
353
.407
354
.407
355
.405
356
.403
357
.403
358
.401
359
.399
360
.398
361
.398
362
.394
363
.393
364
.393
365
.393
366
.393
367
.393
368
.392
369
.391
370
.391
371
.391
372
.383
373
.382
374
.382
375
.381
376
.378
377
.376
378
.372
379
.371
380
.369
381
.367
382
.363
383
.362
384
.359
385
.356
386
.354
387
.352
388
.343
389
.342
390
.334
391
.331
392
.329
393
.321
394
.319
395
.316
396
.316
397
.313
398
.304
399
.300
400
.296
401
.296
402
.296
403
.293
404
.290
405
.242
406
.235
407
.000
408
.000
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439

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

0.96.

Note that scores are relative to this ceiling.

Data: Marques2020_FreemanZiemba2013

Metric: abs_texture_modulation_index