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Benchmarks
Image Recognition on OxfordPets (Natural Acc, PGD-100 Acc)
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87.4
Natural Accuracy
Zero-shot CLIP
73.672
77.236
80.8
84.364
Mar 21, 2024
Natural Accuracy
PGD-100 Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Natural Accuracy
PGD-100 Accuracy
Zero-shot CLIP
Mode=Zero-shot
2024.03
87.4
3.27
AdvVLP
Adaptation=16-shot, So...
2024.03
78.8
40.83
FAP
Adaptation=16-shot, So...
2024.03
78.2
43.77
AdvMaPLe
Adaptation=16-shot, So...
2024.03
77.87
42.83
AdvVp
Adaptation=16-shot, So...
2024.03
74.2
19.03
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