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
.924
21
.925
22
.925
23
.916
24
.914
25
.914
26
.911
27
.908
28
.905
29
.903
30
.900
31
.897
32
.895
33
.887
34
.882
35
.877
36
.878
37
.877
38
.874
39
.872
40
.870
41
.870
42
.868
43
.869
44
.869
45
.868
46
.865
47
.863
48
.859
49
.855
50
.854
51
.852
52
.851
53
.852
54
.849
55
.847
56
.845
57
.844
58
.842
59
.841
60
.841
61
.836
62
.837
63
.834
64
.833
65
.831
66
.830
67
.830
68
.828
69
.827
70
.826
71
.826
72
.825
73
.823
74
.821
75
.820
76
.818
77
.815
78
.815
79
.815
80
.815
81
.814
82
.812
83
.813
84
.807
85
.807
86
.803
87
.801
88
.801
89
.799
90
.800
91
.796
92
.796
93
.792
94
.792
95
.793
96
.792
97
.780
98
.777
99
.772
100
.772
101
.771
102
.771
103
.770
104
.770
105
.770
106
.769
107
.765
108
.764
109
.763
110
.761
111
.761
112
.760
113
.760
114
.758
115
.757
116
.757
117
.756
118
.756
119
.755
120
.756
121
.755
122
.752
123
.752
124
.751
125
.752
126
.747
127
.746
128
.747
129
.746
130
.746
131
.744
132
.742
133
.738
134
.733
135
.731
136
.731
137
.730
138
.730
139
.729
140
.729
141
.729
142
.727
143
.726
144
.724
145
.719
146
.712
147
.712
148
.712
149
.707
150
.708
151
.708
152
.706
153
.704
154
.704
155
.701
156
.701
157
.700
158
.697
159
.697
160
.694
161
.694
162
.691
163
.687
164
.687
165
.685
166
.685
167
.683
168
.680
169
.681
170
.678
171
.675
172
.672
173
.670
174
.668
175
.667
176
.665
177
.664
178
.664
179
.666
180
.664
181
.663
182
.664
183
.665
184
.660
185
.658
186
.658
187
.656
188
.654
189
.652
190
.653
191
.650
192
.648
193
.647
194
.641
195
.638
196
.638
197
.636
198
.637
199
.636
200
.635
201
.635
202
.633
203
.632
204
.631
205
.629
206
.629
207
.627
208
.628
209
.628
210
.627
211
.626
212
.625
213
.625
214
.625
215
.623
216
.622
217
.618
218
.616
219
.616
220
.616
221
.616
222
.616
223
.615
224
.615
225
.614
226
.612
227
.610
228
.610
229
.609
230
.608
231
.608
232
.607
233
.606
234
.604
235
.602
236
.598
237
.596
238
.595
239
.592
240
.591
241
.592
242
.592
243
.591
244
.590
245
.586
246
.585
247
.584
248
.584
249
.585
250
.579
251
.578
252
.570
253
.567
254
.565
255
.566
256
.552
257
.542
258
.541
259
.532
260
.529
261
.528
262
.524
263
.523
264
.518
265
.513
266
.513
267
.512
268
.509
269
.508
270
.496
271
.494
272
.489
273
.481
274
.479
275
.479
276
.478
277
.476
278
.470
279
.462
280
.460
281
.457
282
.451
283
.451
284
.449
285
.450
286
.437
287
.433
288
.419
289
.412
290
.404
291
.398
292
.392
293
.387
294
.381
295
.382
296
.370
297
.363
298
.361
299
.361
300
.357
301
.355
302
.344
303
.342
304
.341
305
.331
306
.328
307
.316
308
.306
309
.305
310
.276
311
.276
312
.276
313
.276
314
.275
315
.268
316
.260
317
.172
318
.170
319
.163
320
.162
321
.159
322
.156
323
.151
324
.140
325
.140
326
.128
327
.085
328
.085
329
.085
330
.064
331
.000
332
.000
333
.000
334
.000
335
.000
336
.000
337
.000
338
.000
339
.000
340
.000
341
X
342
X
343
X
344
X
345
X
346
X
347
X
348
X
349
X
350
X
351
X
352
X
353
X
354
X
355
X
356
X
357
X
358
X
359
X
360
X
361
X
362
X

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