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
.932
17
.931
18
.927
19
.926
20
.926
21
.925
22
.924
23
.925
24
.925
25
.925
26
.924
27
.925
28
.916
29
.914
30
.914
31
.911
32
.908
33
.905
34
.903
35
.900
36
.900
37
.897
38
.895
39
.895
40
.887
41
.885
42
.882
43
.877
44
.878
45
.877
46
.874
47
.872
48
.870
49
.870
50
.869
51
.869
52
.869
53
.868
54
.865
55
.863
56
.859
57
.857
58
.855
59
.854
60
.853
61
.852
62
.851
63
.852
64
.849
65
.847
66
.845
67
.844
68
.842
69
.841
70
.841
71
.836
72
.836
73
.837
74
.834
75
.833
76
.831
77
.830
78
.830
79
.828
80
.827
81
.826
82
.826
83
.825
84
.823
85
.821
86
.820
87
.818
88
.815
89
.815
90
.815
91
.815
92
.814
93
.812
94
.813
95
.807
96
.807
97
.803
98
.801
99
.801
100
.799
101
.800
102
.796
103
.796
104
.792
105
.792
106
.793
107
.792
108
.780
109
.777
110
.772
111
.772
112
.771
113
.771
114
.770
115
.770
116
.770
117
.769
118
.769
119
.765
120
.764
121
.763
122
.761
123
.761
124
.761
125
.760
126
.760
127
.758
128
.757
129
.757
130
.756
131
.756
132
.755
133
.756
134
.755
135
.752
136
.752
137
.752
138
.751
139
.752
140
.747
141
.746
142
.747
143
.746
144
.746
145
.744
146
.742
147
.738
148
.733
149
.731
150
.731
151
.730
152
.730
153
.729
154
.729
155
.729
156
.727
157
.726
158
.724
159
.719
160
.719
161
.712
162
.712
163
.712
164
.709
165
.707
166
.708
167
.708
168
.706
169
.704
170
.704
171
.701
172
.701
173
.700
174
.697
175
.697
176
.694
177
.694
178
.692
179
.691
180
.689
181
.687
182
.687
183
.685
184
.685
185
.683
186
.680
187
.681
188
.678
189
.675
190
.672
191
.670
192
.668
193
.669
194
.667
195
.666
196
.664
197
.665
198
.664
199
.665
200
.665
201
.664
202
.664
203
.664
204
.664
205
.663
206
.664
207
.665
208
.664
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
.530
299
.529
300
.528
301
.524
302
.523
303
.523
304
.518
305
.518
306
.513
307
.513
308
.512
309
.510
310
.509
311
.509
312
.508
313
.496
314
.494
315
.489
316
.486
317
.484
318
.481
319
.481
320
.479
321
.479
322
.479
323
.478
324
.476
325
.470
326
.468
327
.465
328
.462
329
.462
330
.460
331
.457
332
.453
333
.452
334
.451
335
.451
336
.449
337
.450
338
.442
339
.437
340
.433
341
.430
342
.424
343
.419
344
.413
345
.412
346
.404
347
.401
348
.398
349
.392
350
.387
351
.381
352
.382
353
.371
354
.370
355
.363
356
.361
357
.361
358
.361
359
.359
360
.359
361
.357
362
.355
363
.344
364
.342
365
.341
366
.331
367
.328
368
.323
369
.316
370
.315
371
.313
372
.306
373
.305
374
.281
375
.277
376
.276
377
.275
378
.276
379
.276
380
.276
381
.268
382
.260
383
.198
384
.195
385
.172
386
.170
387
.163
388
.162
389
.159
390
.156
391
.151
392
.140
393
.140
394
.128
395
.118
396
.085
397
.085
398
.085
399
.085
400
.064
401
.000
402
.000
403
.000
404
.000
405
.000
406
.000
407
.000
408
.000
409
.000
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438

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