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Benchmarks
Robust Accuracy on SVHN
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95.4
Accuracy (Clean)
Normal
90.096
91.473
92.85
94.227
Feb 9, 2022
Accuracy (Clean)
CAA Accuracy (Level 3a)
CAA Accuracy (Level 3b)
CAA Accuracy (Level 3c)
Semantic Accuracy (Random)
Semantic Accuracy (Scheduled)
Full Attack Accuracy (Random)
Full Attack Accuracy (Scheduled)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (Clean)
CAA Accuracy (Level 3a)
CAA Accuracy (Level 3b)
CAA Accuracy (Level 3c)
Semantic Accuracy (Random)
Semantic Accuracy (Scheduled)
Full Attack Accuracy (Random)
Full Attack Accuracy (Scheduled)
Normal
Training=Normal*
2022.02
95.4
0.4
0.2
0.4
78.5
68.7
0.5
0.2
GAT-fs
Training=GAT-fs*
2022.02
93.6
48.7
45.2
35.6
86.6
83.7
39
28.2
GAT-f
Training=GAT-f*
2022.02
93.4
47
42.8
34.4
85.5
82.8
37.1
26.8
Trades
Training=Trades*∞
2022.02
90.3
43.6
32.1
21.2
47.3
34.7
22.6
10.6
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