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.IT-rdm")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
1.1
2
.932
3
.927
4
.885
5
.874
6
.871
7
.851
8
.834
9
.833
10
.827
11
.778
12
.765
13
.744
14
.733
15
.705
16
.700
17
.697
18
.689
19
.677
20
.674
21
.668
22
.656
23
.651
24
.642
25
.640
26
.639
27
.632
28
.632
29
.630
30
.620
31
.614
32
.613
33
.612
34
.607
35
.586
36
.577
37
.568
38
.567
39
.565
40
.559
41
.557
42
.554
43
.540
44
.538
45
.533
46
.529
47
.527
48
.527
49
.521
50
.513
51
.511
52
.509
53
.506
54
.505
55
.504
56
.483
57
.481
58
.464
59
.463
60
.462
61
.461
62
.459
63
.456
64
.456
65
.455
66
.454
67
.437
68
.431
69
.429
70
.424
71
.413
72
.410
73
.409
74
.399
75
.393
76
.384
77
.380
78
.380
79
.375
80
.369
81
.369
82
.366
83
.366
84
.365
85
.359
86
.358
87
.355
88
.354
89
.349
90
.345
91
.336
92
.331
93
.330
94
.329
95
.328
96
.327
97
.323
98
.322
99
.318
100
.310
101
.309
102
.308
103
.300
104
.285
105
.271
106
.256
107
.254
108
.252
109
.245
110
.245
111
.244
112
.243
113
.242
114
.240
115
.233
116
.230
117
.229
118
.228
119
.215
120
.213
121
.213
122
.211
123
.203
124
.201
125
.188
126
.184
127
.180
128
.173
129
.166
130
.158
131
.158
132
.158
133
.149
134
.144
135
.139
136
.131
137
.120
138
.119
139
.114
140
.107
141
.104
142
.103
143
.103
144
.101
145
.099
146
.099
147
.097
148
.093
149
.092
150
.084
151
.082
152
.082
153
.078
154
.075
155
.066
156
.063
157
.060
158
.057
159
.057
160
.052
161
.048
162
.035
163
.035
164
.033
165
.030
166
.023
167
.022
168
.019
169
.015
170
.011
171
.009
172
.008
173
.002
174
.001
175
.000
176
.000
177
.000
178
.000
179
.000
180
.000
181
.000
182
.001
183
.001
184
.001
185
.001
186
.002
187
.002
188
.005
189
.016
190
X
191
X
192
X
193
X
194
X
195
X
196
X
197
X
198
X
199
X
200
X
201
X
202
X
203
X
204
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.IT

Metric: rdm