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
.820
32
.815
33
.810
34
.808
35
.807
36
.807
37
.805
38
.795
39
.794
40
.793
41
.794
42
.789
43
.789
44
.785
45
.782
46
.781
47
.780
48
.779
49
.775
50
.770
51
.768
52
.767
53
.765
54
.765
55
.764
56
.762
57
.759
58
.756
59
.756
60
.754
61
.754
62
.753
63
.752
64
.751
65
.752
66
.752
67
.751
68
.749
69
.749
70
.747
71
.747
72
.747
73
.747
74
.748
75
.747
76
.747
77
.747
78
.746
79
.744
80
.742
81
.742
82
.743
83
.743
84
.742
85
.742
86
.740
87
.740
88
.740
89
.738
90
.737
91
.736
92
.736
93
.736
94
.736
95
.738
96
.737
97
.735
98
.736
99
.735
100
.736
101
.735
102
.735
103
.734
104
.733
105
.732
106
.729
107
.729
108
.728
109
.727
110
.726
111
.725
112
.723
113
.719
114
.719
115
.713
116
.710
117
.691
118
.688
119
.689
120
.686
121
.681
122
.680
123
.679
124
.680
125
.677
126
.674
127
.669
128
.664
129
.664
130
.664
131
.658
132
.658
133
.658
134
.652
135
.635
136
.632
137
.627
138
.628
139
.626
140
.624
141
.624
142
.622
143
.621
144
.620
145
.619
146
.613
147
.611
148
.610
149
.609
150
.609
151
.603
152
.601
153
.601
154
.598
155
.597
156
.592
157
.589
158
.588
159
.587
160
.584
161
.582
162
.580
163
.578
164
.573
165
.567
166
.562
167
.557
168
.556
169
.555
170
.555
171
.554
172
.551
173
.550
174
.547
175
.545
176
.543
177
.541
178
.537
179
.534
180
.532
181
.531
182
.525
183
.519
184
.518
185
.517
186
.516
187
.512
188
.509
189
.507
190
.506
191
.505
192
.504
193
.503
194
.502
195
.498
196
.497
197
.496
198
.494
199
.494
200
.493
201
.491
202
.489
203
.488
204
.481
205
.480
206
.476
207
.471
208
.470
209
.467
210
.466
211
.462
212
.451
213
.448
214
.447
215
.442
216
.440
217
.440
218
.433
219
.427
220
.426
221
.426
222
.425
223
.423
224
.423
225
.423
226
.418
227
.417
228
.417
229
.414
230
.414
231
.411
232
.410
233
.409
234
.408
235
.404
236
.399
237
.397
238
.396
239
.394
240
.395
241
.394
242
.394
243
.392
244
.392
245
.390
246
.389
247
.390
248
.389
249
.389
250
.389
251
.389
252
.390
253
.390
254
.390
255
.390
256
.390
257
.389
258
.389
259
.390
260
.390
261
.389
262
.389
263
.389
264
.390
265
.390
266
.389
267
.389
268
.389
269
.389
270
.390
271
.389
272
.389
273
.389
274
.389
275
.390
276
.389
277
.389
278
.390
279
.389
280
.390
281
.389
282
.390
283
.389
284
.389
285
.389
286
.389
287
.389
288
.389
289
.388
290
.388
291
.389
292
.389
293
.389
294
.389
295
.389
296
.389
297
.388
298
.389
299
.389
300
.388
301
.388
302
.389
303
.388
304
.388
305
.388
306
.388
307
.387
308
.387
309
.387
310
.387
311
.387
312
.387
313
.386
314
.386
315
.385
316
.384
317
.384
318
.379
319
.374
320
.369
321
.368
322
.361
323
.358
324
.355
325
.344
326
.336
327
.334
328
.329
329
.328
330
.324
331
.319
332
.314
333
.314
334
.312
335
.311
336
.306
337
.305
338
.303
339
.297
340
.281
341
.280
342
.269
343
.265
344
.257
345
.255
346
.245
347
.222
348
.217
349
.198
350
.197
351
.190
352
.188
353
.177
354
.160
355
.156
356
.156
357
.156
358
.156
359
.156
360
.156
361
.156
362
.156
363
.028
364
.000
365
.000
366
.000
367
.000
368
.000
369
.000
370
.000
371
.000
372
.000
373
.000
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397

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