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Benchmarks
Black-box Adversarial Attack on ImageNet (subset)
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100
ASR
CAC
23.04
43.02
63
82.98
Mar 11, 2026
ASR
AQN
Avg L2 Perturbation
Std Dev L2 Perturbation
Avg LInf Perturbation
Std Dev LInf Perturbation
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR
AQN
Avg L2 Perturbation
Std Dev L2 Perturbation
Avg LInf Perturbation
Std Dev LInf Perturbation
CAC
Target Model=ViT-B, La...
2026.03
100
488.6
41.37
23.579
0.144
0.084
SPARSERS
Target Model=ViT-B, La...
2026.03
79
500
44.335
2.444
0.993
0.017
SQUAREATTACK l∞
Target Model=ViT-B, La...
2026.03
26
500
90.103
4.602
0.25
0
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