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Benchmarks
Image Classification on CIFAR-10 (test) (Certified Robustness L1/L2/Linf)
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82.1
Clean Accuracy
l2
75.756
77.403
79.05
80.697
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
epsilon_inf=2/255, eps...
2024.10
82.1
5.8
71.3
81.7
5.8
CURE-Joint
epsilon_inf=2/255, eps...
2024.10
79.4
56.2
68.1
77.1
56.2
l∞
epsilon_inf=2/255, eps...
2024.10
79.2
60.3
67.3
75.9
60.3
CURE-Random
epsilon_inf=2/255, eps...
2024.10
78.4
59
68.5
76.9
58.9
CURE-Finetune
epsilon_inf=2/255, eps...
2024.10
78
59.7
68.2
75.9
59.7
CURE-Max
epsilon_inf=2/255, eps...
2024.10
77.6
60
69.3
75.2
60
CURE-Scratch
epsilon_inf=2/255, eps...
2024.10
76
61.2
67.7
74.6
61.2
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