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_Cavanaugh2002-grating_summation_field")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.986
2
.984
3
.972
4
.972
5
.970
6
.968
7
.970
8
.970
9
.965
10
.964
11
.963
12
.940
13
.939
14
.938
15
.939
16
.936
17
.932
18
.931
19
.927
20
.926
21
.926
22
.925
23
.924
24
.925
25
.925
26
.925
27
.924
28
.925
29
.916
30
.914
31
.914
32
.911
33
.908
34
.905
35
.903
36
.900
37
.900
38
.897
39
.895
40
.895
41
.887
42
.885
43
.882
44
.877
45
.878
46
.877
47
.874
48
.872
49
.870
50
.870
51
.869
52
.869
53
.869
54
.868
55
.865
56
.863
57
.859
58
.857
59
.855
60
.854
61
.853
62
.852
63
.851
64
.852
65
.849
66
.847
67
.845
68
.844
69
.842
70
.841
71
.841
72
.836
73
.836
74
.837
75
.834
76
.833
77
.831
78
.830
79
.830
80
.828
81
.827
82
.826
83
.826
84
.825
85
.823
86
.821
87
.820
88
.818
89
.815
90
.815
91
.815
92
.815
93
.814
94
.812
95
.813
96
.807
97
.807
98
.803
99
.801
100
.801
101
.799
102
.800
103
.796
104
.796
105
.792
106
.792
107
.793
108
.792
109
.780
110
.777
111
.772
112
.772
113
.771
114
.771
115
.770
116
.770
117
.770
118
.769
119
.769
120
.765
121
.764
122
.763
123
.761
124
.761
125
.761
126
.760
127
.760
128
.758
129
.757
130
.757
131
.756
132
.756
133
.755
134
.756
135
.755
136
.752
137
.752
138
.752
139
.751
140
.752
141
.747
142
.746
143
.747
144
.746
145
.746
146
.744
147
.742
148
.738
149
.733
150
.731
151
.731
152
.730
153
.730
154
.729
155
.729
156
.729
157
.727
158
.726
159
.724
160
.719
161
.719
162
.712
163
.712
164
.712
165
.709
166
.707
167
.708
168
.708
169
.706
170
.704
171
.704
172
.701
173
.701
174
.700
175
.697
176
.697
177
.694
178
.694
179
.692
180
.691
181
.689
182
.687
183
.687
184
.685
185
.685
186
.683
187
.680
188
.681
189
.678
190
.675
191
.672
192
.670
193
.668
194
.669
195
.667
196
.666
197
.664
198
.665
199
.664
200
.665
201
.665
202
.664
203
.664
204
.664
205
.664
206
.663
207
.664
208
.665
209
.660
210
.658
211
.659
212
.658
213
.656
214
.656
215
.654
216
.652
217
.653
218
.652
219
.652
220
.651
221
.652
222
.650
223
.650
224
.648
225
.647
226
.648
227
.641
228
.641
229
.640
230
.638
231
.638
232
.636
233
.637
234
.636
235
.635
236
.635
237
.633
238
.632
239
.631
240
.628
241
.626
242
.625
243
.625
244
.623
245
.622
246
.618
247
.616
248
.616
249
.616
250
.616
251
.615
252
.615
253
.614
254
.612
255
.610
256
.610
257
.609
258
.609
259
.608
260
.608
261
.607
262
.606
263
.605
264
.604
265
.603
266
.602
267
.598
268
.596
269
.595
270
.592
271
.591
272
.592
273
.592
274
.591
275
.590
276
.586
277
.585
278
.584
279
.584
280
.585
281
.579
282
.579
283
.578
284
.574
285
.570
286
.570
287
.567
288
.565
289
.566
290
.553
291
.552
292
.552
293
.545
294
.542
295
.541
296
.535
297
.532
298
.529
299
.528
300
.524
301
.523
302
.523
303
.518
304
.518
305
.513
306
.513
307
.512
308
.510
309
.509
310
.509
311
.508
312
.496
313
.494
314
.489
315
.486
316
.484
317
.481
318
.479
319
.479
320
.479
321
.478
322
.476
323
.470
324
.468
325
.465
326
.462
327
.462
328
.460
329
.457
330
.453
331
.452
332
.451
333
.451
334
.449
335
.450
336
.442
337
.437
338
.433
339
.430
340
.424
341
.419
342
.412
343
.404
344
.401
345
.398
346
.392
347
.387
348
.381
349
.382
350
.371
351
.370
352
.363
353
.361
354
.361
355
.361
356
.359
357
.357
358
.355
359
.344
360
.342
361
.341
362
.331
363
.328
364
.323
365
.316
366
.315
367
.313
368
.306
369
.305
370
.281
371
.277
372
.276
373
.275
374
.276
375
.276
376
.276
377
.268
378
.260
379
.198
380
.195
381
.172
382
.170
383
.163
384
.162
385
.159
386
.156
387
.151
388
.140
389
.140
390
.128
391
.118
392
.085
393
.085
394
.085
395
.064
396
.000
397
.000
398
.000
399
.000
400
.000
401
.000
402
.000
403
.000
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
430
431
432
433

Benchmark bibtex

@article{Cavanaugh2002,
            author = {Cavanaugh, James R. and Bair, Wyeth and Movshon, J. A.},
            doi = {10.1152/jn.00692.2001},
            isbn = {0022-3077 (Print) 0022-3077 (Linking)},
            issn = {0022-3077},
            journal = {Journal of Neurophysiology},
            mendeley-groups = {Benchmark effects/Done,Benchmark effects/*Surround Suppression},
            number = {5},
            pages = {2530--2546},
            pmid = {12424292},
            title = {{Nature and Interaction of Signals From the Receptive Field Center and Surround in Macaque V1 Neurons}},
            url = {http://www.physiology.org/doi/10.1152/jn.00692.2001},
            volume = {88},
            year = {2002}
            }
            

Ceiling

0.95.

Note that scores are relative to this ceiling.

Data: Marques2020_Cavanaugh2002

Metric: grating_summation_field