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Benchmarks
Fine-grained classification on Caltech101 (Clean Accuracy and Robust Accuracy)
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95.8
Clean Accuracy
MTA
88.416
90.333
92.25
94.167
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
95.8
83.1
R-TPT
Backbone=ViT-L/14, Eps...
2026.05
95.7
88.2
AGC
Backbone=ViT-L/14, Eps...
2026.05
95.6
97.9
Ensemble
Backbone=ViT-L/14, Eps...
2026.05
95.3
89.7
CLIP
Backbone=ViT-L/14, Eps...
2026.05
95.2
0.1
TTP
Backbone=ViT-L/14, Eps...
2026.05
95.1
88.6
TTC
Backbone=ViT-L/14, Eps...
2026.05
88.7
7.7
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