Risky sample generation on PACS
14.5Error RateAdvDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| AdvDiffTarget Model=EfficientNet-B22025.12 | 14.5 | |
| AdvDiffuserTarget Model=DenseNet-1212025.12 | 15.1 | |
| AdvDiffuserTarget Model=EfficientNet-B22025.12 | 15.6 | |
| AdvDiffTarget Model=ResNet-502025.12 | 16.4 | |
| AdvDiffTarget Model=DenseNet-1212025.12 | 17.3 | |
| RiskyDiffTarget Model=DenseNet-1212025.12 | 19.3 | |
| RiskyDiffTarget Model=EfficientNet-B22025.12 | 19.8 | |
| AdvDiffuserTarget Model=ViT-B/162025.12 | 23.4 | |
| AdvDiffuserTarget Model=ResNet-502025.12 | 31.2 | |
| AdvDiffTarget Model=ViT-B/162025.12 | 33 | |
| RiskyDiffTarget Model=ViT-B/162025.12 | 34.6 | |
| RiskyDiffTarget Model=ResNet-502025.12 | 56.9 |