Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Certified Accuracy on ImageNet (val)
Loading...
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 1mo 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
Feedback
Search any
task
Search any
task