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Benchmarks
Certified Robustness on CIFAR-100 (test)
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54.3
Clean Accuracy
L2 (0.25)
39.116
43.058
47
50.942
Oct 3, 2024
Clean Accuracy
Linf (2/255) Acc
L2 (0.25) Acc
L1 (0.5) Acc
Union Certified Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Linf (2/255) Acc
L2 (0.25) Acc
L1 (0.5) Acc
Union Certified Acc
L2 (0.25)
Training Norm=L2 (0.25)
2024.10
54.3
2.4
37.4
47.4
2.4
CURE-Joint
2024.10
42.5
28
26.8
32.4
26
CURE-Random
2024.10
41.3
28.4
27.2
34
27
CURE-MAX
2024.10
40.7
26.8
22.8
29.4
22.6
CURE-Scratch
2024.10
40.4
30.6
31.4
36.2
30.4
Linf (2/255)
Training Norm=Linf (2/...
2024.10
39.7
26.4
16
18.6
14.8
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