Adversarial Transfer Attack on ViTs Target Models (test)
0.888Avg Attack Success RateTGR-P
Evaluation Results
| Method | Links | |
|---|---|---|
| TGR-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 0.888 | |
| SGM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 0.851 | |
| TGR-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 0.823 | |
| PNA-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 0.816 | |
| VMI-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 0.768 | |
| TGR-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 0.76 | |
| PNA-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 0.731 | |
| PNA-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 0.708 | |
| TGR-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 0.704 | |
| MIM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 0.703 | |
| SGM-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 0.7 | |
| VMI-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 0.691 | |
| PNA-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 0.688 | |
| SGM-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 0.648 | |
| VMI-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 0.648 | |
| MIM-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 0.613 | |
| VMI-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 0.595 | |
| MIM-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 0.549 | |
| SGM-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 0.516 | |
| MIM-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 0.473 |