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
.765
116
.764
117
.763
118
.761
119
.761
120
.760
121
.760
122
.758
123
.757
124
.757
125
.756
126
.756
127
.755
128
.756
129
.755
130
.752
131
.752
132
.751
133
.752
134
.747
135
.746
136
.747
137
.746
138
.746
139
.744
140
.742
141
.738
142
.733
143
.731
144
.731
145
.730
146
.730
147
.729
148
.729
149
.729
150
.727
151
.726
152
.724
153
.719
154
.719
155
.712
156
.712
157
.712
158
.707
159
.708
160
.708
161
.706
162
.704
163
.704
164
.701
165
.701
166
.700
167
.697
168
.697
169
.694
170
.694
171
.691
172
.687
173
.687
174
.685
175
.685
176
.683
177
.680
178
.681
179
.678
180
.675
181
.672
182
.670
183
.668
184
.667
185
.666
186
.664
187
.665
188
.664
189
.665
190
.664
191
.664
192
.664
193
.664
194
.663
195
.664
196
.665
197
.660
198
.658
199
.659
200
.658
201
.656
202
.656
203
.654
204
.652
205
.653
206
.652
207
.652
208
.651
209
.652
210
.650
211
.650
212
.648
213
.647
214
.648
215
.641
216
.641
217
.640
218
.638
219
.638
220
.636
221
.637
222
.636
223
.635
224
.635
225
.633
226
.632
227
.631
228
.631
229
.629
230
.629
231
.627
232
.628
233
.628
234
.627
235
.626
236
.625
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
.604
258
.602
259
.598
260
.596
261
.595
262
.592
263
.591
264
.592
265
.592
266
.591
267
.590
268
.586
269
.585
270
.584
271
.584
272
.585
273
.579
274
.579
275
.578
276
.570
277
.570
278
.567
279
.565
280
.566
281
.552
282
.542
283
.541
284
.532
285
.529
286
.528
287
.524
288
.523
289
.518
290
.513
291
.513
292
.512
293
.509
294
.508
295
.496
296
.494
297
.489
298
.481
299
.479
300
.479
301
.478
302
.476
303
.470
304
.462
305
.460
306
.457
307
.451
308
.451
309
.449
310
.450
311
.437
312
.433
313
.419
314
.412
315
.404
316
.398
317
.392
318
.387
319
.381
320
.382
321
.370
322
.363
323
.361
324
.361
325
.357
326
.355
327
.344
328
.342
329
.341
330
.331
331
.328
332
.316
333
.306
334
.305
335
.276
336
.275
337
.276
338
.276
339
.276
340
.268
341
.260
342
.172
343
.170
344
.163
345
.162
346
.159
347
.156
348
.151
349
.140
350
.140
351
.128
352
.085
353
.085
354
.085
355
.064
356
.000
357
.000
358
.000
359
.000
360
.000
361
.000
362
.000
363
.000
364
.000
365
.000
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387

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