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Benchmarks
Image Classification on TinyImageNet (Certified Accuracy Metrics)
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36.2
Clean Accuracy
l2
27.776
29.963
32.15
34.337
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
36.2
2.9
30.6
23.5
2.9
CURE-Random
Perturbation Budget (e...
2024.10
30.5
25.9
28.2
23.5
23.5
CURE-Joint
Perturbation Budget (e...
2024.10
30.2
20
25.9
18.8
18.8
CURE-Scratch
Perturbation Budget (e...
2024.10
29.7
23.5
26.5
22.4
22.4
CURE-Max
Perturbation Budget (e...
2024.10
29.6
21.8
23.5
18.2
18.2
l_infinity
Perturbation Budget (e...
2024.10
28.3
19.4
19.4
12.9
12.9
CURE-Finetune
Perturbation Budget (e...
2024.10
28.1
21.2
21.8
18.2
16.6
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