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Certified Accuracy on ImageNet (val)
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80.4
Certified Accuracy (Radius 0.0)
Carlini at al.
55.024
61.612
68.2
74.788
Dec 1, 2025
Certified Accuracy (Radius 0.0)
Certified Accuracy (Radius 0.5)
Certified Accuracy (Radius 1.0)
Certified Accuracy (Radius 1.5)
Certified Accuracy (Radius 2.0)
Updated 4d ago
Evaluation Results
Method
Method
Links
Certified Accuracy (Radius 0.0)
Certified Accuracy (Radius 0.5)
Certified Accuracy (Radius 1.0)
Certified Accuracy (Radius 1.5)
Certified Accuracy (Radius 2.0)
Carlini at al.
sigma=0.25
2025.12
80.4
70.6
0
0
0
Carlini at al.
sigma=0.5
2025.12
74.4
64.4
52.4
34.8
0
Dual RS
sigma={0.5, 1.0}, fine...
2025.12
74
60.6
48
33.6
17
Multiscale
sigma={0.25, 0.5, 1.0}...
2025.12
72.5
44
27.5
19.9
14.1
Multiscale
sigma={0.25, 0.5, 1.0}...
2025.12
69
42.4
26.6
19
14.6
Dual RS
sigma={0.5, 1.0}, fine...
2025.12
67.8
54.6
40.4
28
15.6
Carlini at al.
sigma=1.0
2025.12
56
47.8
37.4
29.4
24
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