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Benchmarks
Image Recognition on StanfordCars (Robustness)
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60.4
Natural Accuracy
Zero-shot CLIP
25.9448
34.8899
43.835
52.7801
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
60.4
0.3
AdvVLP
Adaptation=16-shot, So...
2024.03
38.7
10.97
FAP
Adaptation=16-shot, So...
2024.03
38.7
11.8
AdvMaPLe
Adaptation=16-shot, So...
2024.03
36.7
10.43
AdvVp
Adaptation=16-shot, So...
2024.03
27.27
2.9
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