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
.664
182
.665
183
.666
184
.664
185
.664
186
.663
187
.664
188
.665
189
.660
190
.658
191
.658
192
.656
193
.654
194
.652
195
.653
196
.650
197
.648
198
.647
199
.641
200
.641
201
.638
202
.638
203
.636
204
.637
205
.636
206
.635
207
.635
208
.633
209
.632
210
.631
211
.629
212
.629
213
.627
214
.628
215
.628
216
.627
217
.626
218
.625
219
.625
220
.625
221
.623
222
.622
223
.618
224
.616
225
.616
226
.616
227
.616
228
.615
229
.615
230
.614
231
.612
232
.610
233
.610
234
.609
235
.608
236
.608
237
.607
238
.606
239
.604
240
.602
241
.598
242
.596
243
.595
244
.592
245
.591
246
.592
247
.592
248
.591
249
.590
250
.586
251
.585
252
.584
253
.584
254
.585
255
.579
256
.578
257
.570
258
.570
259
.567
260
.565
261
.566
262
.552
263
.542
264
.541
265
.532
266
.529
267
.528
268
.524
269
.523
270
.518
271
.513
272
.513
273
.512
274
.509
275
.508
276
.496
277
.494
278
.489
279
.481
280
.479
281
.479
282
.478
283
.476
284
.470
285
.462
286
.460
287
.457
288
.451
289
.451
290
.449
291
.450
292
.437
293
.433
294
.419
295
.412
296
.404
297
.398
298
.392
299
.387
300
.381
301
.382
302
.370
303
.363
304
.361
305
.361
306
.357
307
.355
308
.344
309
.342
310
.341
311
.331
312
.328
313
.316
314
.306
315
.305
316
.276
317
.276
318
.276
319
.276
320
.275
321
.268
322
.260
323
.172
324
.170
325
.163
326
.162
327
.159
328
.156
329
.151
330
.140
331
.140
332
.128
333
.085
334
.085
335
.085
336
.064
337
.000
338
.000
339
.000
340
.000
341
.000
342
.000
343
.000
344
.000
345
.000
346
.000
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368

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