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ResearchFormerly WizWand

Adversarial Attack on ImageNet-1K ILSVRC 2012

99.25Attack Success RateSDM
18.265239.290160.31581.3399May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SDMArchitecture=CLIP-ViT-B/322026.0599.25
C&WArchitecture=CLIP-ViT-B/322026.0598.57
APGDArchitecture=CLIP-ViT-B/322026.0598.32
PGDArchitecture=CLIP-ViT-B/322026.0597.55
SDMArchitecture=ViT-B2026.0592.27
APGDArchitecture=ViT-B2026.0591.22
PGDArchitecture=ViT-B2026.0590.87
C&WArchitecture=ViT-B2026.0587.28
SDMArchitecture=XCiT-L122026.0580.83
APGDArchitecture=XCiT-L122026.0579.85
PGDArchitecture=XCiT-L122026.0579.61
C&WArchitecture=XCiT-L122026.0576.42
SDMArchitecture=RaWideResNet-101-22026.0576.29
APGDArchitecture=RaWideResNet-101-22026.0575.31
PGDArchitecture=RaWideResNet-101-22026.0575.03
C&WArchitecture=RaWideResNet-101-22026.0572.21
AAArchitecture=Swin-L2026.0570.52
SDMArchitecture=Swin-L2026.0570.31
SDMArchitecture=ConvNeXt-L2026.0569.44
APGDArchitecture=ConvNeXt-L2026.0568.19
APGDArchitecture=Swin-L2026.0568.05
PGDArchitecture=ConvNeXt-L2026.0567.78
PGDArchitecture=Swin-L2026.0567.32
C&WArchitecture=Swin-L2026.0566
C&WArchitecture=ConvNeXt-L2026.0564.04
NoneArchitecture=CLIP-ViT-B/322026.0548.76
NoneArchitecture=ViT-B2026.0531.62
NoneArchitecture=RaWideResNet-101-22026.0526.56
NoneArchitecture=XCiT-L122026.0526.24
NoneArchitecture=ConvNeXt-L2026.0521.98
NoneArchitecture=Swin-L2026.0521.38