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Benchmarks
Zero-shot Classification on Fine-Grained Suite (OxfordPets, Flowers102, Food101, StanfordCars)
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76.7
Top-1 Accuracy (Clean)
R-TPT
37.492
47.671
57.85
68.029
Jan 27, 2026
Top-1 Accuracy (Clean)
Top-1 Accuracy (PGD)
Top-1 Accuracy (AutoAttack)
Updated 2d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy (Clean)
Top-1 Accuracy (PGD)
Top-1 Accuracy (AutoAttack)
R-TPT
Evaluation Protocol=Ze...
2026.01
76.7
46.4
42.8
CLIP
Evaluation Protocol=Ze...
2026.01
76.2
0
0
CSR
Evaluation Protocol=Ze...
2026.01
74.8
75.4
60.3
Anti-Adv
Evaluation Protocol=Ze...
2026.01
74.1
1.7
0
TTE
Evaluation Protocol=Ze...
2026.01
73.6
1.7
0.4
HD
Evaluation Protocol=Ze...
2026.01
72.8
0
0
LPF
Evaluation Protocol=Ze...
2026.01
68.2
11.3
8.2
FARE
Evaluation Protocol=Ze...
2026.01
59.7
55.7
55.2
TTC
Evaluation Protocol=Ze...
2026.01
59.7
2
0
TeCoA
Evaluation Protocol=Ze...
2026.01
39
35.8
35.7
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