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Image Classification on STL10 (Accuracy and Robustness)
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98.3
Robustness
ATAC
-3.7656
22.7322
49.23
75.7278
Nov 21, 2025
Robustness
Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Robustness
Accuracy
ATAC
Defense Category=Test-...
2025.11
98.3
93.94
R-TPT
Defense Category=Test-...
2025.11
76.33
96.09
TTC
Defense Category=Test-...
2025.11
52.4
95.83
PMG-AFT
Defense Category=Adver...
2025.11
35.4
84.35
TTE
Defense Category=Test-...
2025.11
32.56
96.26
TeCoA
Defense Category=Adver...
2025.11
31.83
81.69
FARE
Defense Category=Adver...
2025.11
17.59
89.11
CLIP-FT
Defense Category=Adver...
2025.11
3.75
94.49
CLIP
Defense Category=None,...
2025.11
0.16
96.4
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