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Image Classification on DTD (Robustness and Accuracy Metrics)
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76.06
Robustness Score
ATAC
-3.0424
17.4938
38.03
58.5662
Nov 21, 2025
Robustness Score
Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Robustness Score
Accuracy
ATAC
Defense Category=Test-...
2025.11
76.06
38.46
R-TPT
Defense Category=Test-...
2025.11
26.97
42.66
TTC
Defense Category=Test-...
2025.11
11.4
35.69
TTE
Defense Category=Test-...
2025.11
7.16
41.35
PMG-AFT
Defense Category=Adver...
2025.11
5.21
17.29
TeCoA
Defense Category=Adver...
2025.11
5.16
20.11
FARE
Defense Category=Adver...
2025.11
2.5
28.03
CLIP
Defense Category=None
2025.11
0.11
40.64
CLIP-FT
Defense Category=Adver...
2025.11
0
36.49
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