Risky sample generation on CIFAR-100
44.1Error RateAdvDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| AdvDiffTarget Model=ResNet-502025.12 | 44.1 | |
| AdvDiffTarget Model=DenseNet-1212025.12 | 44.5 | |
| AdvDiffTarget Model=GoogleNet2025.12 | 46.1 | |
| AdvDiffTarget Model=WideResNet2025.12 | 47.2 | |
| AdvDiffuserTarget Model=ResNet-502025.12 | 77.3 | |
| AdvDiffuserTarget Model=WideResNet2025.12 | 77.5 | |
| RiskyDiffTarget Model=ResNet-502025.12 | 78.5 | |
| AdvDiffuserTarget Model=GoogleNet2025.12 | 81.8 | |
| AdvDiffuserTarget Model=DenseNet-1212025.12 | 83.1 | |
| RiskyDiffTarget Model=GoogleNet2025.12 | 83.2 | |
| RiskyDiffTarget Model=DenseNet-1212025.12 | 83.5 | |
| RiskyDiffTarget Model=WideResNet2025.12 | 85.5 |