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("Sanghavi2020.V4-pls")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.669
2
.664
3
.663
4
.663
5
.662
6
.662
7
.661
8
.661
9
.660
10
.658
11
.656
12
.656
13
.656
14
.656
15
.656
16
.656
17
.656
18
.656
19
.655
20
.655
21
.655
22
.655
23
.654
24
.653
25
.653
26
.653
27
.653
28
.653
29
.652
30
.652
31
.651
32
.651
33
.651
34
.651
35
.650
36
.650
37
.649
38
.648
39
.648
40
.648
41
.647
42
.647
43
.647
44
.646
45
.646
46
.646
47
.646
48
.646
49
.646
50
.646
51
.645
52
.645
53
.645
54
.645
55
.645
56
.645
57
.645
58
.644
59
.644
60
.643
61
.643
62
.643
63
.643
64
.643
65
.642
66
.642
67
.642
68
.642
69
.642
70
.641
71
.641
72
.641
73
.641
74
.640
75
.640
76
.640
77
.640
78
.639
79
.639
80
.639
81
.639
82
.639
83
.638
84
.638
85
.638
86
.638
87
.638
88
.638
89
.638
90
.638
91
.638
92
.637
93
.637
94
.637
95
.636
96
.636
97
.636
98
.636
99
.636
100
.636
101
.636
102
.636
103
.636
104
.636
105
.636
106
.635
107
.635
108
.635
109
.635
110
.634
111
.634
112
.634
113
.634
114
.634
115
.634
116
.633
117
.633
118
.633
119
.633
120
.632
121
.632
122
.632
123
.632
124
.632
125
.632
126
.632
127
.631
128
.631
129
.631
130
.631
131
.631
132
.631
133
.631
134
.631
135
.630
136
.630
137
.630
138
.630
139
.629
140
.629
141
.629
142
.629
143
.629
144
.629
145
.628
146
.627
147
.627
148
.627
149
.627
150
.627
151
.627
152
.626
153
.626
154
.626
155
.626
156
.625
157
.625
158
.625
159
.625
160
.623
161
.623
162
.623
163
.623
164
.623
165
.623
166
.623
167
.623
168
.622
169
.622
170
.622
171
.622
172
.622
173
.622
174
.622
175
.621
176
.621
177
.621
178
.621
179
.621
180
.621
181
.621
182
.621
183
.620
184
.620
185
.620
186
.619
187
.619
188
.619
189
.619
190
.619
191
.619
192
.618
193
.618
194
.618
195
.618
196
.618
197
.618
198
.617
199
.617
200
.617
201
.617
202
.617
203
.617
204
.617
205
.617
206
.617
207
.617
208
.617
209
.617
210
.617
211
.617
212
.617
213
.617
214
.617
215
.616
216
.616
217
.616
218
.615
219
.615
220
.615
221
.614
222
.614
223
.614
224
.614
225
.614
226
.614
227
.613
228
.613
229
.613
230
.612
231
.612
232
.612
233
.612
234
.612
235
.612
236
.611
237
.609
238
.609
239
.609
240
.609
241
.609
242
.608
243
.608
244
.608
245
.608
246
.608
247
.607
248
.606
249
.606
250
.605
251
.605
252
.604
253
.604
254
.604
255
.604
256
.603
257
.603
258
.603
259
.602
260
.602
261
.602
262
.602
263
.602
264
.601
265
.601
266
.601
267
.600
268
.600
269
.599
270
.599
271
.598
272
.598
273
.597
274
.597
275
.597
276
.597
277
.596
278
.596
279
.595
280
.594
281
.594
282
.594
283
.593
284
.593
285
.592
286
.589
287
.588
288
.588
289
.587
290
.585
291
.585
292
.585
293
.584
294
.583
295
.581
296
.581
297
.579
298
.579
299
.579
300
.579
301
.578
302
.577
303
.575
304
.574
305
.573
306
.573
307
.573
308
.573
309
.572
310
.572
311
.570
312
.569
313
.569
314
.568
315
.566
316
.565
317
.562
318
.562
319
.561
320
.559
321
.559
322
.554
323
.552
324
.552
325
.552
326
.550
327
.549
328
.548
329
.545
330
.545
331
.544
332
.543
333
.539
334
.536
335
.535
336
.534
337
.534
338
.533
339
.520
340
.519
341
.514
342
.514
343
.512
344
.502
345
.498
346
.471
347
.464
348
.448
349
.443
350
.412
351
.411
352
.407
353
.403
354
.403
355
.400
356
.394
357
.392
358
.390
359
.388
360
.388
361
.387
362
.386
363
.385
364
.384
365
.382
366
.382
367
.378
368
.372
369
.371
370
.369
371
.369
372
.368
373
.361
374
.356
375
.335
376
.303
377
.175
378
.136
379
.132
380
.114
381
.104
382
.085
383
.085
384
X
385
X
386
X
387
X
388
X
389
X
390
X
391
X
392
X
393
X
394
X
395
X
396
X
397
X
398
X
399
X
400
X
401
X
402
X
403
X
404
X
405
X
406
X
407
X
408
X
409
X
410
X

Benchmark bibtex

@misc{Sanghavi_DiCarlo_2021,
  title={Sanghavi2020},
  url={osf.io/chwdk},
  DOI={10.17605/OSF.IO/CHWDK},
  publisher={OSF},
  author={Sanghavi, Sachi and DiCarlo, James J},
  year={2021},
  month={Nov}
}

Ceiling

0.89.

Note that scores are relative to this ceiling.

Data: Sanghavi2020.V4

5760 stimuli recordings from 47 sites in V4

Metric: pls