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-surround_diameter")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.983
2
.968
3
.964
4
.953
5
.948
6
.940
7
.938
8
.932
9
.926
10
.922
11
.919
12
.899
13
.887
14
.871
15
.870
16
.863
17
.863
18
.857
19
.848
20
.848
21
.847
22
.844
23
.839
24
.838
25
.834
26
.832
27
.829
28
.828
29
.827
30
.824
31
.815
32
.810
33
.808
34
.807
35
.807
36
.805
37
.795
38
.794
39
.794
40
.789
41
.789
42
.785
43
.782
44
.781
45
.780
46
.779
47
.775
48
.770
49
.768
50
.767
51
.765
52
.765
53
.764
54
.762
55
.756
56
.756
57
.754
58
.754
59
.753
60
.752
61
.751
62
.752
63
.752
64
.751
65
.749
66
.749
67
.747
68
.747
69
.747
70
.747
71
.748
72
.747
73
.747
74
.747
75
.746
76
.744
77
.742
78
.742
79
.743
80
.743
81
.742
82
.742
83
.740
84
.740
85
.738
86
.737
87
.736
88
.736
89
.736
90
.736
91
.738
92
.736
93
.735
94
.736
95
.735
96
.735
97
.734
98
.733
99
.732
100
.729
101
.728
102
.727
103
.726
104
.725
105
.723
106
.719
107
.713
108
.710
109
.710
110
.691
111
.688
112
.689
113
.686
114
.681
115
.680
116
.679
117
.677
118
.674
119
.669
120
.664
121
.664
122
.664
123
.658
124
.658
125
.658
126
.652
127
.635
128
.632
129
.627
130
.628
131
.626
132
.624
133
.624
134
.622
135
.621
136
.620
137
.619
138
.613
139
.611
140
.610
141
.609
142
.609
143
.603
144
.601
145
.601
146
.598
147
.597
148
.592
149
.589
150
.588
151
.587
152
.584
153
.582
154
.580
155
.578
156
.567
157
.562
158
.557
159
.556
160
.555
161
.555
162
.554
163
.551
164
.550
165
.545
166
.543
167
.541
168
.537
169
.534
170
.532
171
.531
172
.525
173
.519
174
.518
175
.517
176
.516
177
.512
178
.509
179
.507
180
.506
181
.505
182
.504
183
.503
184
.502
185
.498
186
.497
187
.494
188
.494
189
.493
190
.491
191
.489
192
.481
193
.480
194
.476
195
.471
196
.470
197
.467
198
.466
199
.462
200
.451
201
.448
202
.447
203
.442
204
.440
205
.440
206
.433
207
.427
208
.426
209
.426
210
.425
211
.423
212
.423
213
.418
214
.417
215
.417
216
.414
217
.414
218
.411
219
.409
220
.408
221
.404
222
.399
223
.397
224
.396
225
.394
226
.395
227
.394
228
.394
229
.392
230
.392
231
.390
232
.389
233
.390
234
.389
235
.389
236
.389
237
.389
238
.390
239
.390
240
.390
241
.390
242
.390
243
.389
244
.389
245
.390
246
.390
247
.389
248
.389
249
.390
250
.390
251
.389
252
.389
253
.390
254
.389
255
.389
256
.390
257
.389
258
.390
259
.389
260
.390
261
.389
262
.389
263
.389
264
.389
265
.389
266
.389
267
.388
268
.388
269
.389
270
.389
271
.389
272
.389
273
.389
274
.389
275
.388
276
.389
277
.389
278
.388
279
.388
280
.389
281
.388
282
.388
283
.388
284
.388
285
.387
286
.387
287
.387
288
.387
289
.387
290
.386
291
.387
292
.386
293
.386
294
.385
295
.385
296
.385
297
.385
298
.385
299
.386
300
.385
301
.384
302
.384
303
.379
304
.374
305
.369
306
.368
307
.361
308
.358
309
.355
310
.344
311
.336
312
.334
313
.329
314
.328
315
.319
316
.314
317
.314
318
.312
319
.311
320
.305
321
.303
322
.297
323
.281
324
.280
325
.269
326
.265
327
.257
328
.255
329
.245
330
.222
331
.217
332
.198
333
.197
334
.190
335
.188
336
.177
337
.156
338
.156
339
.156
340
.156
341
.156
342
.156
343
.156
344
.028
345
.000
346
.000
347
.000
348
.000
349
.000
350
.000
351
.000
352
.000
353
.000
354
.000
355
356
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: surround_diameter