Risky Sample Transferability on NICO++
6.4Error RateRiskyDiff
Evaluation results
| Method | Links | |
|---|---|---|
| RiskyDiffTarget Model=ViT-B/16, Source Model=ResNet-502025.12 | 6.4 | |
| AdvDiffTarget Model=EfficientNet-B2, Source Model=ResNet-502025.12 | 7.4 | |
| AdvDiffTarget Model=ViT-B/16, Source Model=ResNet-502025.12 | 7.7 | |
| AdvDiffuserTarget Model=ViT-B/16, Source Model=ResNet-502025.12 | 7.8 | |
| AdvDiffuserTarget Model=EfficientNet-B2, Source Model=ResNet-502025.12 | 8.1 | |
| RiskyDiffTarget Model=EfficientNet-B2, Source Model=ResNet-502025.12 | 8.4 | |
| AdvDiffTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 9.1 | |
| AdvDiffuserTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 10.2 | |
| RiskyDiffTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 12.7 |