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
.660
209
.658
210
.659
211
.658
212
.656
213
.656
214
.654
215
.652
216
.653
217
.652
218
.652
219
.651
220
.652
221
.650
222
.650
223
.648
224
.647
225
.648
226
.641
227
.641
228
.640
229
.638
230
.638
231
.636
232
.637
233
.636
234
.635
235
.635
236
.633
237
.632
238
.631
239
.628
240
.626
241
.625
242
.625
243
.623
244
.622
245
.618
246
.616
247
.616
248
.616
249
.616
250
.615
251
.615
252
.614
253
.612
254
.610
255
.610
256
.609
257
.609
258
.608
259
.608
260
.607
261
.606
262
.605
263
.604
264
.603
265
.602
266
.598
267
.596
268
.595
269
.592
270
.591
271
.592
272
.592
273
.591
274
.590
275
.586
276
.585
277
.584
278
.584
279
.585
280
.579
281
.579
282
.578
283
.574
284
.570
285
.570
286
.567
287
.565
288
.566
289
.553
290
.552
291
.552
292
.545
293
.542
294
.541
295
.535
296
.532
297
.529
298
.528
299
.524
300
.523
301
.523
302
.518
303
.518
304
.513
305
.513
306
.512
307
.510
308
.509
309
.509
310
.508
311
.496
312
.494
313
.489
314
.486
315
.484
316
.481
317
.479
318
.479
319
.479
320
.478
321
.476
322
.470
323
.468
324
.465
325
.462
326
.462
327
.460
328
.457
329
.453
330
.452
331
.451
332
.451
333
.449
334
.450
335
.442
336
.437
337
.433
338
.430
339
.424
340
.419
341
.413
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

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