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Benchmarks
Image Recognition on UCF101 (Adversarial Robustness)
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62
Natural Accuracy
Zero-shot CLIP
43.904
48.602
53.3
57.998
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
62
2.47
FAP
Adaptation=16-shot, So...
2024.03
51.73
23.77
AdvVLP
Adaptation=16-shot, So...
2024.03
51.5
22.1
AdvMaPLe
Adaptation=16-shot, So...
2024.03
50.97
23.2
AdvVp
Adaptation=16-shot, So...
2024.03
44.6
10.47
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