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Benchmarks
Image Recognition on ImageNet 1K (Natural and PGD Robustness)
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62.1
Natural Accuracy
Zero-shot CLIP
44.1808
48.8329
53.485
58.1371
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
62.1
1.57
AdvVLP
Adaptation=16-shot, So...
2024.03
53.23
22.1
AdvMaPLe
Adaptation=16-shot, So...
2024.03
52.93
21.9
FAP
Adaptation=16-shot, So...
2024.03
52.53
22.9
AdvVp
Adaptation=16-shot, So...
2024.03
44.87
11.67
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