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Benchmarks
Fine-grained classification on Aircraft (Clean Accuracy, Robust Accuracy)
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32.7
Clean Accuracy
MTA
29.06
30.005
30.95
31.895
May 15, 2026
Clean Accuracy
Robust Accuracy
Updated 16d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Robust Accuracy
MTA
Backbone=ViT-L/14, Eps...
2026.05
32.7
8
TTC
Backbone=ViT-L/14, Eps...
2026.05
31.7
0.5
R-TPT
Backbone=ViT-L/14, Eps...
2026.05
31.7
17.2
AGC
Backbone=ViT-L/14, Eps...
2026.05
30.5
77.7
CLIP
Backbone=ViT-L/14, Eps...
2026.05
30
0
Ensemble
Backbone=ViT-L/14, Eps...
2026.05
29.4
17.8
TTP
Backbone=ViT-L/14, Eps...
2026.05
29.2
17.7
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