Risky Sample Transferability on PACS
12.1Error Rate (%)AdvDiffuser
Evaluation results
| Method | Links | |
|---|---|---|
| AdvDiffuserTarget Model=ViT-B/16, Source Model=ResNet-502025.12 | 12.1 | |
| AdvDiffuserTarget Model=EfficientNet-B2, Source Model=ResNet-502025.12 | 12.5 | |
| AdvDiffTarget Model=ViT-B/16, Source Model=ResNet-502025.12 | 12.9 | |
| AdvDiffTarget Model=EfficientNet-B2, Source Model=ResNet-502025.12 | 13.2 | |
| AdvDiffTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 15.7 | |
| AdvDiffuserTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 16.1 | |
| RiskyDiffTarget Model=ViT-B/16, Source Model=ResNet-502025.12 | 30.7 | |
| RiskyDiffTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 34.8 | |
| RiskyDiffTarget Model=EfficientNet-B2, Source Model=ResNet-502025.12 | 46.8 |