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.IT-pls")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.563
2
.563
3
.562
4
.562
5
.561
6
.560
7
.560
8
.559
9
.558
10
.556
11
.556
12
.556
13
.556
14
.556
15
.555
16
.555
17
.555
18
.554
19
.553
20
.553
21
.553
22
.553
23
.553
24
.552
25
.552
26
.551
27
.551
28
.551
29
.551
30
.550
31
.550
32
.549
33
.549
34
.548
35
.548
36
.548
37
.548
38
.547
39
.547
40
.546
41
.546
42
.546
43
.546
44
.545
45
.545
46
.545
47
.545
48
.545
49
.545
50
.545
51
.544
52
.544
53
.544
54
.543
55
.543
56
.543
57
.543
58
.543
59
.542
60
.542
61
.542
62
.542
63
.542
64
.541
65
.541
66
.541
67
.541
68
.541
69
.540
70
.540
71
.540
72
.540
73
.540
74
.540
75
.540
76
.540
77
.540
78
.540
79
.539
80
.539
81
.539
82
.539
83
.539
84
.539
85
.539
86
.539
87
.538
88
.538
89
.538
90
.538
91
.538
92
.538
93
.537
94
.537
95
.537
96
.537
97
.537
98
.536
99
.536
100
.536
101
.536
102
.536
103
.536
104
.536
105
.536
106
.535
107
.535
108
.535
109
.535
110
.534
111
.534
112
.534
113
.534
114
.534
115
.533
116
.533
117
.533
118
.533
119
.533
120
.532
121
.532
122
.532
123
.532
124
.531
125
.531
126
.531
127
.530
128
.530
129
.529
130
.529
131
.529
132
.529
133
.529
134
.528
135
.528
136
.528
137
.528
138
.528
139
.528
140
.527
141
.527
142
.527
143
.527
144
.527
145
.527
146
.527
147
.527
148
.527
149
.526
150
.526
151
.526
152
.526
153
.526
154
.525
155
.525
156
.525
157
.524
158
.524
159
.524
160
.524
161
.524
162
.523
163
.523
164
.523
165
.523
166
.522
167
.522
168
.522
169
.522
170
.522
171
.522
172
.522
173
.521
174
.521
175
.521
176
.521
177
.521
178
.521
179
.520
180
.520
181
.520
182
.520
183
.520
184
.519
185
.519
186
.518
187
.518
188
.517
189
.517
190
.517
191
.517
192
.517
193
.516
194
.516
195
.516
196
.516
197
.515
198
.514
199
.514
200
.514
201
.514
202
.513
203
.513
204
.513
205
.513
206
.512
207
.512
208
.512
209
.511
210
.511
211
.511
212
.510
213
.510
214
.510
215
.509
216
.509
217
.509
218
.509
219
.509
220
.508
221
.508
222
.508
223
.508
224
.508
225
.508
226
.507
227
.507
228
.507
229
.507
230
.507
231
.506
232
.506
233
.505
234
.505
235
.504
236
.504
237
.503
238
.503
239
.503
240
.503
241
.502
242
.502
243
.502
244
.502
245
.502
246
.501
247
.501
248
.501
249
.501
250
.500
251
.500
252
.500
253
.500
254
.499
255
.498
256
.497
257
.497
258
.496
259
.496
260
.496
261
.496
262
.496
263
.496
264
.496
265
.496
266
.496
267
.496
268
.495
269
.495
270
.495
271
.494
272
.494
273
.494
274
.493
275
.493
276
.493
277
.492
278
.492
279
.491
280
.491
281
.491
282
.490
283
.490
284
.489
285
.489
286
.489
287
.489
288
.488
289
.487
290
.486
291
.486
292
.486
293
.486
294
.486
295
.485
296
.485
297
.485
298
.485
299
.484
300
.483
301
.483
302
.479
303
.479
304
.479
305
.478
306
.477
307
.477
308
.477
309
.476
310
.475
311
.473
312
.471
313
.470
314
.470
315
.469
316
.468
317
.467
318
.466
319
.464
320
.463
321
.461
322
.461
323
.457
324
.452
325
.449
326
.448
327
.448
328
.447
329
.442
330
.435
331
.434
332
.433
333
.431
334
.425
335
.422
336
.422
337
.419
338
.418
339
.417
340
.414
341
.408
342
.402
343
.402
344
.400
345
.393
346
.391
347
.380
348
.380
349
.375
350
.359
351
.351
352
.350
353
.346
354
.329
355
.316
356
.296
357
.295
358
.295
359
.293
360
.292
361
.291
362
.288
363
.288
364
.286
365
.282
366
.282
367
.280
368
.276
369
.276
370
.276
371
.224
372
.223
373
.221
374
.221
375
.218
376
.217
377
.214
378
.208
379
.201
380
.183
381
.179
382
.166
383
.118
384
.095
385
.093
386
.072
387
.071
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
411
X
412
X
413
X
414
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

0.87.

Note that scores are relative to this ceiling.

Data: Sanghavi2020.IT

5760 stimuli recordings from 88 sites in IT

Metric: pls