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
.623
248
.622
249
.618
250
.616
251
.616
252
.616
253
.616
254
.615
255
.615
256
.614
257
.612
258
.610
259
.610
260
.609
261
.608
262
.608
263
.607
264
.606
265
.605
266
.604
267
.602
268
.598
269
.596
270
.595
271
.592
272
.591
273
.592
274
.592
275
.591
276
.590
277
.586
278
.585
279
.584
280
.584
281
.585
282
.579
283
.579
284
.578
285
.570
286
.570
287
.567
288
.565
289
.566
290
.552
291
.545
292
.542
293
.541
294
.532
295
.529
296
.528
297
.524
298
.523
299
.518
300
.513
301
.513
302
.512
303
.509
304
.508
305
.496
306
.494
307
.489
308
.481
309
.479
310
.479
311
.478
312
.476
313
.470
314
.462
315
.460
316
.457
317
.451
318
.451
319
.449
320
.450
321
.437
322
.433
323
.419
324
.412
325
.404
326
.398
327
.392
328
.387
329
.381
330
.382
331
.370
332
.363
333
.361
334
.361
335
.359
336
.357
337
.355
338
.344
339
.342
340
.341
341
.331
342
.328
343
.316
344
.306
345
.305
346
.276
347
.275
348
.276
349
.276
350
.276
351
.276
352
.268
353
.260
354
.172
355
.170
356
.163
357
.162
358
.159
359
.156
360
.151
361
.140
362
.140
363
.128
364
.118
365
.085
366
.085
367
.085
368
.064
369
.000
370
.000
371
.000
372
.000
373
.000
374
.000
375
.000
376
.000
377
.000
378
.000
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400

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