Risky Sample Generation on NICO++
7.35Generation Time (s)AdvDiffuser
Evaluation Results
| Method | Links | |
|---|---|---|
| AdvDiffuserTarget Model=ResNet-502025.12 | 7.35 | |
| AdvDiffuserTarget Model=DenseNet-1212025.12 | 7.79 | |
| AdvDiffuserTarget Model=ViT-B/162025.12 | 7.89 | |
| AdvDiffuserTarget Model=EfficientNet-B22025.12 | 8.15 | |
| AdvDiffTarget Model=ResNet-502025.12 | 8.55 | |
| AdvDiffTarget Model=EfficientNet-B22025.12 | 8.7 | |
| AdvDiffTarget Model=ViT-B/162025.12 | 8.77 | |
| AdvDiffTarget Model=DenseNet-1212025.12 | 8.87 | |
| RiskyDiffTarget Model=ResNet-502025.12 | 8.99 | |
| RiskyDiffTarget Model=ViT-B/162025.12 | 9.02 | |
| RiskyDiffTarget Model=DenseNet-1212025.12 | 9.25 | |
| RiskyDiffTarget Model=EfficientNet-B22025.12 | 9.29 |