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Benchmarks
Adversarial Attack on ImageNet clean
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53
Success Rate
MultiANDA
36.152
40.526
44.9
49.274
Sep 24, 2022
Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
MultiANDA
Source model=ResNet-50...
2022.09
53
ANDA
Source model=ResNet-50...
2022.09
51.6
MultiANDA
Source model=IncRes-v2...
2022.09
50.6
FIA
Source model=ResNet-50...
2022.09
50.4
ANDA
Source model=IncRes-v2...
2022.09
49.6
MultiANDA
Source model=VGG-19, T...
2022.09
48.5
ANDA
Source model=VGG-19, T...
2022.09
47.3
FIA
Source model=IncRes-v2...
2022.09
46.2
VMI-FGSM
Source model=IncRes-v2...
2022.09
45.4
VMI-FGSM
Source model=VGG-19, T...
2022.09
43.8
FIA
Source model=VGG-19, T...
2022.09
42.6
VMI-FGSM
Source model=ResNet-50...
2022.09
42.3
TAIG
Source model=ResNet-50...
2022.09
37.6
TAIG
Source model=IncRes-v2...
2022.09
37.6
TAIG
Source model=VGG-19, T...
2022.09
36.8
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