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ResearchFormerly WizWand

Adversarial Transfer Attack on CNNs Target Models (test)

68.9Attack Success Rate (Avg)TGR-P
27.61238.33149.0559.769Mar 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TGR-PSource Model=PiT-B, Strategy=PatchOut2023.0368.9
TGR-PSource Model=Visformer-S, Strategy=PatchOut2023.0364.3
PNA-PSource Model=Visformer-S, Strategy=PatchOut2023.0361.8
TGR-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0360.5
PNA-PSource Model=PiT-B, Strategy=PatchOut2023.0357.8
VMI-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0357.8
PNA-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0356.6
VMI-PSource Model=Visformer-S, Strategy=PatchOut2023.0356.6
SGM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0349.2
TGR-PSource Model=ViT-B/16, Strategy=PatchOut2023.0346.7
VMI-PSource Model=PiT-B, Strategy=PatchOut2023.0346.2
MIM-PSource Model=Visformer-S, Strategy=PatchOut2023.0345.7
SGM-PSource Model=PiT-B, Strategy=PatchOut2023.0345.6
SGM-PSource Model=Visformer-S, Strategy=PatchOut2023.0344.3
MIM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0344
VMI-PSource Model=ViT-B/16, Strategy=PatchOut2023.0342.8
PNA-PSource Model=ViT-B/16, Strategy=PatchOut2023.0342.6
MIM-PSource Model=PiT-B, Strategy=PatchOut2023.0332.5
MIM-PSource Model=ViT-B/16, Strategy=PatchOut2023.0331.3
SGM-PSource Model=ViT-B/16, Strategy=PatchOut2023.0329.2