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("tong.Coggan2024_fMRI.V1-rdm")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.752
2
.733
3
.708
4
.689
5
.683
6
.647
7
.621
8
.621
9
.592
10
.444
11
.383
12
.307
13
.284
14
.277
15
.277
16
.258
17
.256
18
.254
19
.238
20
.230
21
.224
22
.219
23
.204
24
.197
25
.187
26
.185
27
.176
28
.170
29
.169
30
.166
31
.157
32
.150
33
.147
34
.146
35
.139
36
.139
37
.137
38
.136
39
.136
40
.129
41
.127
42
.126
43
.124
44
.123
45
.121
46
.114
47
.112
48
.104
49
.101
50
.099
51
.096
52
.093
53
.086
54
.086
55
.086
56
.085
57
.082
58
.080
59
.080
60
.077
61
.077
62
.075
63
.074
64
.073
65
.068
66
.067
67
.066
68
.063
69
.063
70
.060
71
.060
72
.059
73
.059
74
.058
75
.057
76
.056
77
.056
78
.056
79
.056
80
.056
81
.056
82
.056
83
.056
84
.056
85
.055
86
.055
87
.055
88
.054
89
.054
90
.054
91
.053
92
.053
93
.053
94
.053
95
.050
96
.049
97
.049
98
.047
99
.044
100
.043
101
.039
102
.039
103
.036
104
.035
105
.035
106
.035
107
.035
108
.034
109
.033
110
.033
111
.033
112
.031
113
.030
114
.029
115
.027
116
.027
117
.026
118
.026
119
.025
120
.025
121
.025
122
.022
123
.022
124
.020
125
.019
126
.018
127
.018
128
.017
129
.017
130
.016
131
.015
132
.014
133
.014
134
.013
135
.013
136
.013
137
.013
138
.013
139
.013
140
.011
141
.011
142
.011
143
.011
144
.009
145
.009
146
.008
147
.008
148
.008
149
.007
150
.007
151
.007
152
.007
153
.006
154
.006
155
.005
156
.005
157
.004
158
.004
159
.004
160
.004
161
.004
162
.003
163
.003
164
.002
165
.002
166
.002
167
.001
168
.001
169
.001
170
.001
171
.001
172
.001
173
.001
174
.001
175
.001
176
.001
177
.000
178
.000
179
.000
180
.000
181
.000
182
.000
183
.000
184
.000
185
.000
186
.000
187
.000
188
.001
189
.002
190
.002
191
.003
192
.004
193
X
194
X
195
X
196
X
197
X
198
X
199
X
200
X
201
X
202
X
203
X
204
X
205
X
206
X

Benchmark bibtex

@inproceedings{santurkar2019computer,
    title={Computer Vision with a Single (Robust) Classifier},
    author={Shibani Santurkar and Dimitris Tsipras and Brandon Tran and Andrew Ilyas and Logan Engstrom and Aleksander Madry},
    booktitle={ArXiv preprint arXiv:1906.09453},
    year={2019}
}

Ceiling

Not available

Data: tong.Coggan2024_fMRI.V1

Metric: rdm