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
.622
247
.618
248
.616
249
.616
250
.616
251
.616
252
.615
253
.615
254
.614
255
.612
256
.610
257
.610
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
.570
285
.570
286
.567
287
.565
288
.566
289
.554
290
.553
291
.552
292
.552
293
.545
294
.542
295
.542
296
.541
297
.535
298
.532
299
.529
300
.528
301
.524
302
.523
303
.518
304
.518
305
.513
306
.513
307
.512
308
.510
309
.509
310
.509
311
.508
312
.498
313
.496
314
.494
315
.490
316
.489
317
.486
318
.484
319
.481
320
.481
321
.480
322
.479
323
.479
324
.479
325
.478
326
.476
327
.470
328
.468
329
.466
330
.465
331
.462
332
.462
333
.460
334
.457
335
.453
336
.452
337
.451
338
.451
339
.449
340
.450
341
.442
342
.437
343
.433
344
.419
345
.412
346
.404
347
.398
348
.392
349
.387
350
.381
351
.382
352
.370
353
.367
354
.363
355
.361
356
.361
357
.361
358
.359
359
.357
360
.355
361
.344
362
.342
363
.341
364
.331
365
.328
366
.323
367
.316
368
.306
369
.305
370
.281
371
.277
372
.276
373
.275
374
.276
375
.276
376
.276
377
.276
378
.268
379
.260
380
.198
381
.195
382
.172
383
.170
384
.163
385
.162
386
.159
387
.156
388
.151
389
.140
390
.140
391
.128
392
.118
393
.085
394
.085
395
.085
396
.064
397
.000
398
.000
399
.000
400
.000
401
.000
402
.000
403
.000
404
.000
405
.000
406
.000
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

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