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

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