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
.887
38
.882
39
.877
40
.878
41
.877
42
.874
43
.872
44
.870
45
.870
46
.868
47
.869
48
.869
49
.868
50
.865
51
.863
52
.859
53
.855
54
.854
55
.852
56
.851
57
.852
58
.849
59
.847
60
.845
61
.844
62
.842
63
.841
64
.841
65
.836
66
.836
67
.837
68
.834
69
.833
70
.831
71
.830
72
.830
73
.828
74
.827
75
.826
76
.826
77
.825
78
.823
79
.821
80
.820
81
.818
82
.815
83
.815
84
.815
85
.815
86
.814
87
.812
88
.813
89
.807
90
.807
91
.803
92
.801
93
.801
94
.799
95
.800
96
.796
97
.796
98
.792
99
.792
100
.793
101
.792
102
.780
103
.777
104
.772
105
.772
106
.771
107
.771
108
.770
109
.770
110
.770
111
.769
112
.765
113
.764
114
.763
115
.761
116
.761
117
.760
118
.760
119
.758
120
.757
121
.757
122
.756
123
.756
124
.755
125
.756
126
.755
127
.752
128
.752
129
.751
130
.752
131
.747
132
.746
133
.747
134
.746
135
.746
136
.744
137
.742
138
.738
139
.733
140
.731
141
.731
142
.730
143
.730
144
.729
145
.729
146
.729
147
.727
148
.726
149
.724
150
.719
151
.712
152
.712
153
.712
154
.707
155
.708
156
.708
157
.706
158
.704
159
.704
160
.701
161
.701
162
.700
163
.697
164
.697
165
.694
166
.694
167
.691
168
.687
169
.687
170
.685
171
.685
172
.683
173
.680
174
.681
175
.678
176
.675
177
.672
178
.670
179
.668
180
.667
181
.666
182
.664
183
.665
184
.664
185
.664
186
.663
187
.664
188
.665
189
.660
190
.658
191
.659
192
.658
193
.656
194
.656
195
.654
196
.652
197
.653
198
.652
199
.652
200
.651
201
.652
202
.650
203
.650
204
.648
205
.647
206
.648
207
.641
208
.641
209
.640
210
.638
211
.638
212
.636
213
.637
214
.636
215
.635
216
.635
217
.633
218
.632
219
.631
220
.631
221
.629
222
.629
223
.627
224
.628
225
.628
226
.627
227
.626
228
.625
229
.625
230
.625
231
.623
232
.622
233
.618
234
.616
235
.616
236
.616
237
.616
238
.615
239
.615
240
.614
241
.612
242
.610
243
.610
244
.609
245
.608
246
.608
247
.607
248
.606
249
.604
250
.602
251
.598
252
.596
253
.595
254
.592
255
.591
256
.592
257
.592
258
.591
259
.590
260
.586
261
.585
262
.584
263
.584
264
.585
265
.579
266
.578
267
.570
268
.570
269
.567
270
.565
271
.566
272
.552
273
.542
274
.541
275
.532
276
.529
277
.528
278
.524
279
.523
280
.518
281
.513
282
.513
283
.512
284
.509
285
.508
286
.496
287
.494
288
.489
289
.481
290
.479
291
.479
292
.478
293
.476
294
.470
295
.462
296
.460
297
.457
298
.451
299
.451
300
.449
301
.450
302
.437
303
.433
304
.419
305
.412
306
.404
307
.398
308
.392
309
.387
310
.381
311
.382
312
.370
313
.363
314
.361
315
.361
316
.357
317
.355
318
.344
319
.342
320
.341
321
.331
322
.328
323
.316
324
.306
325
.305
326
.276
327
.275
328
.276
329
.276
330
.276
331
.268
332
.260
333
.172
334
.170
335
.163
336
.162
337
.159
338
.156
339
.151
340
.140
341
.140
342
.128
343
.085
344
.085
345
.085
346
.064
347
.000
348
.000
349
.000
350
.000
351
.000
352
.000
353
.000
354
.000
355
.000
356
.000
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378

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