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
.920
13
.899
14
.887
15
.871
16
.870
17
.863
18
.863
19
.857
20
.848
21
.848
22
.847
23
.847
24
.844
25
.839
26
.838
27
.834
28
.832
29
.829
30
.828
31
.827
32
.824
33
.822
34
.820
35
.815
36
.810
37
.808
38
.807
39
.807
40
.805
41
.795
42
.794
43
.793
44
.794
45
.794
46
.789
47
.789
48
.785
49
.782
50
.781
51
.780
52
.779
53
.775
54
.770
55
.768
56
.767
57
.765
58
.765
59
.764
60
.762
61
.759
62
.756
63
.756
64
.754
65
.754
66
.753
67
.752
68
.751
69
.752
70
.752
71
.751
72
.749
73
.749
74
.748
75
.747
76
.747
77
.747
78
.747
79
.748
80
.747
81
.747
82
.747
83
.746
84
.744
85
.742
86
.742
87
.743
88
.743
89
.742
90
.742
91
.740
92
.740
93
.740
94
.738
95
.737
96
.736
97
.736
98
.736
99
.736
100
.738
101
.737
102
.735
103
.736
104
.735
105
.736
106
.735
107
.735
108
.734
109
.733
110
.732
111
.729
112
.728
113
.727
114
.726
115
.725
116
.723
117
.719
118
.719
119
.713
120
.710
121
.711
122
.702
123
.691
124
.688
125
.689
126
.686
127
.681
128
.680
129
.679
130
.680
131
.677
132
.674
133
.669
134
.664
135
.664
136
.664
137
.658
138
.658
139
.658
140
.652
141
.635
142
.632
143
.627
144
.628
145
.626
146
.624
147
.624
148
.622
149
.621
150
.620
151
.619
152
.613
153
.611
154
.610
155
.609
156
.609
157
.603
158
.601
159
.601
160
.598
161
.597
162
.595
163
.592
164
.589
165
.588
166
.587
167
.584
168
.582
169
.580
170
.578
171
.578
172
.573
173
.567
174
.562
175
.557
176
.556
177
.555
178
.555
179
.554
180
.551
181
.550
182
.547
183
.546
184
.545
185
.543
186
.541
187
.537
188
.534
189
.532
190
.531
191
.525
192
.525
193
.521
194
.519
195
.518
196
.517
197
.518
198
.516
199
.515
200
.512
201
.509
202
.507
203
.506
204
.505
205
.504
206
.503
207
.502
208
.498
209
.497
210
.496
211
.494
212
.494
213
.493
214
.493
215
.491
216
.492
217
.489
218
.488
219
.485
220
.481
221
.480
222
.477
223
.476
224
.471
225
.470
226
.467
227
.466
228
.462
229
.451
230
.448
231
.447
232
.442
233
.440
234
.440
235
.433
236
.427
237
.426
238
.426
239
.425
240
.423
241
.423
242
.423
243
.418
244
.417
245
.417
246
.414
247
.414
248
.411
249
.410
250
.409
251
.408
252
.404
253
.404
254
.404
255
.402
256
.399
257
.397
258
.397
259
.396
260
.394
261
.395
262
.394
263
.394
264
.394
265
.392
266
.392
267
.390
268
.389
269
.390
270
.389
271
.389
272
.389
273
.389
274
.390
275
.390
276
.390
277
.390
278
.390
279
.389
280
.389
281
.390
282
.390
283
.389
284
.389
285
.390
286
.389
287
.389
288
.390
289
.390
290
.389
291
.389
292
.389
293
.389
294
.390
295
.389
296
.389
297
.389
298
.389
299
.390
300
.389
301
.389
302
.390
303
.389
304
.390
305
.389
306
.390
307
.389
308
.389
309
.389
310
.389
311
.389
312
.389
313
.389
314
.388
315
.388
316
.389
317
.389
318
.389
319
.389
320
.389
321
.389
322
.388
323
.389
324
.389
325
.388
326
.388
327
.389
328
.388
329
.388
330
.388
331
.388
332
.387
333
.387
334
.387
335
.387
336
.387
337
.387
338
.386
339
.386
340
.385
341
.385
342
.384
343
.384
344
.379
345
.374
346
.369
347
.368
348
.363
349
.361
350
.358
351
.355
352
.344
353
.336
354
.334
355
.329
356
.328
357
.324
358
.322
359
.319
360
.314
361
.314
362
.312
363
.311
364
.311
365
.311
366
.306
367
.305
368
.303
369
.297
370
.288
371
.281
372
.280
373
.276
374
.273
375
.271
376
.269
377
.265
378
.260
379
.257
380
.255
381
.247
382
.245
383
.237
384
.231
385
.222
386
.217
387
.217
388
.198
389
.197
390
.190
391
.188
392
.177
393
.160
394
.156
395
.156
396
.156
397
.156
398
.156
399
.156
400
.156
401
.154
402
.028
403
.000
404
.000
405
.000
406
.000
407
.000
408
.000
409
.000
410
.000
411
.000
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439

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