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Benchmarks
Image Classification on CIFAR-10 (Certified Robustness Bounds)
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78.6
Clean Accuracy
l2
38.664
49.032
59.4
69.768
Oct 3, 2024
Clean Accuracy
Certified Accuracy (L-inf)
Certified Accuracy (L2)
Certified Accuracy (L1)
Union Certified Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Certified Accuracy (L-inf)
Certified Accuracy (L2)
Certified Accuracy (L1)
Union Certified Accuracy
l2
Perturbation Budget (e...
2024.10
78.6
0
56.5
75.8
0
CURE-Random
Perturbation Budget (e...
2024.10
53
28.9
28
34.6
24
l_infinity
Perturbation Budget (e...
2024.10
51.8
36.3
6
3.8
3.5
CURE-Max
Perturbation Budget (e...
2024.10
51.5
33.9
19.5
21.6
16.8
CURE-Joint
Perturbation Budget (e...
2024.10
51.3
23.9
34
38.6
21.4
CURE-Scratch
Perturbation Budget (e...
2024.10
49.5
34.2
28.1
32
26.3
CURE-Finetune
Perturbation Budget (e...
2024.10
40.2
30.2
30.8
34.8
29.3
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