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Benchmarks
Transferable Adversarial Attack on ImageNet
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50.8
Performance (ViT)
DSM-RaPA
6.392
17.921
29.45
40.979
Apr 24, 2025
Performance (ViT)
Performance (LeViT)
Performance (ConViT)
Performance (Twins)
Performance (PiT)
Performance (CLIP)
Average Performance
Updated 12d ago
Evaluation Results
Method
Method
Links
Performance (ViT)
Performance (LeViT)
Performance (ConViT)
Performance (Twins)
Performance (PiT)
Performance (CLIP)
Average Performance
DSM-RaPA
Surrogate Model=ResNet-50
2025.04
50.8
84.2
42.2
74.6
72.6
25.1
58.3
SASD-RaPA
Surrogate Model=ResNet...
2025.04
42.9
79.5
35.3
63
63.1
25.9
51.6
RaPA
Surrogate Model=ResNet-50
2025.04
33.8
75.4
27.6
59.5
57.3
15.6
45
SASD-WS
Surrogate Model=ResNet...
2025.04
30.1
74.1
25.6
52.1
52.9
18.1
42.2
DSM
Surrogate Model=ResNet-50
2025.04
8.1
49.5
7.8
31.6
23.3
3.1
20.6
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