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
.932
16
.931
17
.927
18
.926
19
.926
20
.925
21
.924
22
.925
23
.925
24
.925
25
.924
26
.925
27
.916
28
.914
29
.914
30
.911
31
.908
32
.905
33
.903
34
.900
35
.897
36
.895
37
.895
38
.887
39
.885
40
.882
41
.877
42
.878
43
.877
44
.874
45
.872
46
.870
47
.870
48
.868
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
.631
236
.629
237
.629
238
.628
239
.627
240
.628
241
.628
242
.627
243
.626
244
.625
245
.625
246
.625
247
.625
248
.623
249
.622
250
.618
251
.616
252
.616
253
.616
254
.616
255
.615
256
.615
257
.614
258
.612
259
.610
260
.610
261
.609
262
.608
263
.608
264
.607
265
.606
266
.605
267
.604
268
.602
269
.600
270
.598
271
.596
272
.595
273
.592
274
.591
275
.592
276
.592
277
.591
278
.590
279
.586
280
.585
281
.584
282
.584
283
.585
284
.579
285
.579
286
.578
287
.570
288
.570
289
.567
290
.565
291
.566
292
.552
293
.545
294
.542
295
.541
296
.532
297
.529
298
.528
299
.524
300
.523
301
.518
302
.518
303
.513
304
.513
305
.512
306
.509
307
.508
308
.496
309
.494
310
.489
311
.481
312
.479
313
.479
314
.478
315
.476
316
.470
317
.462
318
.460
319
.457
320
.451
321
.451
322
.449
323
.450
324
.437
325
.433
326
.419
327
.412
328
.404
329
.398
330
.392
331
.387
332
.381
333
.382
334
.370
335
.363
336
.361
337
.361
338
.359
339
.357
340
.355
341
.344
342
.342
343
.341
344
.331
345
.328
346
.323
347
.316
348
.306
349
.305
350
.276
351
.275
352
.276
353
.276
354
.276
355
.276
356
.268
357
.260
358
.172
359
.170
360
.163
361
.162
362
.159
363
.156
364
.151
365
.140
366
.140
367
.128
368
.118
369
.085
370
.085
371
.085
372
.064
373
.000
374
.000
375
.000
376
.000
377
.000
378
.000
379
.000
380
.000
381
.000
382
.000
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404

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