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Robustness Verification on MNIST (test)
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0.52
Verified Error Rate
ABSCERT
-0.2796
5.1177
10.515
15.9123
Mar 21, 2023
Verified Error Rate
Improvement
Updated 1mo ago
Evaluation Results
Method
Method
Links
Verified Error Rate
Improvement
ABSCERT
model_scale=DM-large,...
2023.03
0.52
77.29
ABSCERT
model_scale=DM-medium,...
2023.03
0.69
74.16
ABSCERT
model_scale=DM-small,...
2023.03
0.89
70.53
ABSCERT
model_scale=DM-small,...
2023.03
1.22
94.05
LossLandscapeMatters
model_scale=DM-large,...
2023.03
2.29
-
LossLandscapeMatters
model_scale=DM-medium,...
2023.03
2.67
-
LossLandscapeMatters
model_scale=DM-small,...
2023.03
3.02
-
AdvIBP
model_scale=DM-small,...
2023.03
3.34
-
LBP&Ramp
model_scale=DM-small,...
2023.03
4.09
-
LossLandscapeMatters
model_scale=DM-small,...
2023.03
20.51
-
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