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("SanghaviJozwik2020.IT-pls")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.585
2
.569
3
.566
4
.565
5
.565
6
.563
7
.563
8
.562
9
.562
10
.560
11
.560
12
.560
13
.560
14
.557
15
.554
16
.553
17
.552
18
.552
19
.552
20
.550
21
.550
22
.548
23
.548
24
.548
25
.546
26
.546
27
.543
28
.541
29
.541
30
.538
31
.538
32
.538
33
.538
34
.537
35
.536
36
.536
37
.535
38
.535
39
.535
40
.534
41
.534
42
.534
43
.533
44
.532
45
.532
46
.532
47
.531
48
.530
49
.530
50
.529
51
.529
52
.529
53
.529
54
.529
55
.527
56
.527
57
.527
58
.527
59
.527
60
.527
61
.525
62
.525
63
.525
64
.524
65
.524
66
.523
67
.523
68
.523
69
.523
70
.523
71
.522
72
.521
73
.521
74
.521
75
.520
76
.520
77
.520
78
.519
79
.519
80
.519
81
.519
82
.518
83
.518
84
.518
85
.518
86
.517
87
.517
88
.517
89
.516
90
.515
91
.515
92
.515
93
.515
94
.515
95
.515
96
.514
97
.514
98
.514
99
.514
100
.514
101
.513
102
.513
103
.513
104
.513
105
.513
106
.512
107
.512
108
.512
109
.512
110
.512
111
.511
112
.511
113
.510
114
.510
115
.509
116
.508
117
.507
118
.507
119
.507
120
.506
121
.506
122
.506
123
.506
124
.505
125
.505
126
.504
127
.504
128
.504
129
.504
130
.504
131
.503
132
.503
133
.503
134
.503
135
.503
136
.503
137
.503
138
.503
139
.502
140
.502
141
.502
142
.501
143
.501
144
.501
145
.501
146
.501
147
.500
148
.500
149
.500
150
.500
151
.500
152
.499
153
.499
154
.499
155
.499
156
.498
157
.498
158
.497
159
.497
160
.496
161
.496
162
.496
163
.496
164
.496
165
.495
166
.495
167
.495
168
.495
169
.494
170
.494
171
.493
172
.493
173
.493
174
.493
175
.492
176
.492
177
.492
178
.491
179
.491
180
.491
181
.491
182
.490
183
.489
184
.489
185
.487
186
.487
187
.487
188
.487
189
.487
190
.486
191
.486
192
.484
193
.484
194
.484
195
.483
196
.483
197
.483
198
.482
199
.482
200
.482
201
.481
202
.481
203
.480
204
.480
205
.479
206
.478
207
.478
208
.477
209
.476
210
.476
211
.475
212
.473
213
.473
214
.473
215
.473
216
.473
217
.472
218
.472
219
.472
220
.472
221
.471
222
.471
223
.471
224
.471
225
.471
226
.471
227
.471
228
.471
229
.471
230
.471
231
.471
232
.471
233
.471
234
.471
235
.471
236
.468
237
.468
238
.468
239
.468
240
.467
241
.467
242
.466
243
.466
244
.466
245
.465
246
.465
247
.465
248
.464
249
.463
250
.462
251
.459
252
.459
253
.458
254
.457
255
.457
256
.457
257
.456
258
.456
259
.456
260
.453
261
.453
262
.452
263
.450
264
.450
265
.448
266
.447
267
.446
268
.446
269
.446
270
.445
271
.443
272
.442
273
.442
274
.441
275
.440
276
.440
277
.439
278
.439
279
.439
280
.439
281
.439
282
.437
283
.436
284
.433
285
.431
286
.428
287
.428
288
.427
289
.427
290
.425
291
.424
292
.423
293
.423
294
.423
295
.423
296
.420
297
.419
298
.418
299
.414
300
.411
301
.410
302
.410
303
.403
304
.398
305
.397
306
.396
307
.391
308
.388
309
.386
310
.384
311
.381
312
.380
313
.378
314
.376
315
.376
316
.374
317
.373
318
.373
319
.373
320
.372
321
.372
322
.371
323
.371
324
.370
325
.370
326
.369
327
.366
328
.364
329
.364
330
.363
331
.362
332
.362
333
.361
334
.360
335
.357
336
.356
337
.356
338
.355
339
.344
340
.343
341
.343
342
.338
343
.333
344
.330
345
.322
346
.320
347
.317
348
.315
349
.311
350
.309
351
.306
352
.304
353
.302
354
.301
355
.297
356
.295
357
.295
358
.294
359
.283
360
.277
361
.272
362
.268
363
.267
364
.265
365
.259
366
.256
367
.255
368
.250
369
.250
370
.243
371
.237
372
.237
373
.223
374
.220
375
.207
376
.204
377
.192
378
.190
379
.175
380
.056
381
.053
382
.041
383
.038
384
.022
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
411
X
412
X
413
X
414
X

Benchmark bibtex

@misc{Sanghavi_Jozwik_DiCarlo_2021,
  title={SanghaviJozwik2020},
  url={osf.io/fhy36},
  DOI={10.17605/OSF.IO/FHY36},
  publisher={OSF},
  author={Sanghavi, Sachi and Jozwik, Kamila M and DiCarlo, James J},
  year={2021},
  month={Nov}
}

Ceiling

0.86.

Note that scores are relative to this ceiling.

Data: SanghaviJozwik2020.IT

4916 stimuli recordings from 26 sites in IT

Metric: pls