Image Classification on PACS ID (train)
96.7AccuracyRiskyDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| RiskyDiffModel=ViT-B/162025.12 | 96.7 | |
| MixupModel=ViT-B/162025.12 | 96.5 | |
| RiskyDiffModel=EfficientNet-B22025.12 | 96.5 | |
| MixupModel=EfficientNet-B22025.12 | 96.1 | |
| OriginalModel=EfficientNet-B22025.12 | 96 | |
| RiskyDiffModel=DenseNet-1212025.12 | 96 | |
| unCLIPModel=ViT-B/162025.12 | 95.8 | |
| AdvDiffModel=EfficientNet-B22025.12 | 95.8 | |
| RiskyDiffModel=ResNet-502025.12 | 95.8 | |
| AdvDiffuserModel=EfficientNet-B22025.12 | 95.7 | |
| AdvDiffModel=ViT-B/162025.12 | 95.7 | |
| unCLIPModel=EfficientNet-B22025.12 | 95.6 | |
| MixupModel=ResNet-502025.12 | 95.2 | |
| AdvDiffuserModel=ViT-B/162025.12 | 95.1 | |
| unCLIPModel=DenseNet-1212025.12 | 94.8 | |
| OriginalModel=DenseNet-1212025.12 | 94.7 | |
| MixupModel=DenseNet-1212025.12 | 94.6 | |
| AdvDiffuserModel=ResNet-502025.12 | 94.5 | |
| AdvDiffModel=ResNet-502025.12 | 94.5 | |
| OriginalModel=ViT-B/162025.12 | 94.4 | |
| AdvDiffuserModel=DenseNet-1212025.12 | 94.4 | |
| unCLIPModel=ResNet-502025.12 | 94.3 | |
| AdvDiffModel=DenseNet-1212025.12 | 93.8 | |
| OriginalModel=ResNet-502025.12 | 93.7 |