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Benchmarks
Image Classification on MNIST (Certified Robustness Accuracy)
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99.4
Clean Accuracy
l2
97.944
98.322
98.7
99.078
Oct 3, 2024
Clean Accuracy
L-infinity Certified Accuracy
L2 Certified Accuracy
L1 Certified Accuracy
Union Certified Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
L-infinity Certified Accuracy
L2 Certified Accuracy
L1 Certified Accuracy
Union Certified Accuracy
l2
Perturbation Budget (e...
2024.10
99.4
0
94.5
94.7
0
l_infinity
Perturbation Budget (e...
2024.10
98.7
92.1
69.6
38.9
38.5
CURE-Joint
Perturbation Budget (e...
2024.10
98.7
90.5
76.3
50.8
50.3
CURE-Max
Perturbation Budget (e...
2024.10
98.7
91.1
76.2
47.2
46.5
CURE-Random
Perturbation Budget (e...
2024.10
98.7
90.5
76.3
50.8
50.3
CURE-Finetune
Perturbation Budget (e...
2024.10
98.5
90.1
83.5
64
63.2
CURE-Scratch
Perturbation Budget (e...
2024.10
98
89.4
85.9
71.5
70.5
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