Image Classification on PACS OOD (test)
82.8AccuracyRiskyDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| RiskyDiffModel=EfficientNet-B22025.12 | 82.8 | |
| RiskyDiffModel=ResNet-502025.12 | 81.4 | |
| RiskyDiffModel=ViT-B/162025.12 | 79.1 | |
| AdvDiffuserModel=EfficientNet-B22025.12 | 78.5 | |
| unCLIPModel=EfficientNet-B22025.12 | 78.3 | |
| AdvDiffModel=EfficientNet-B22025.12 | 78.3 | |
| RiskyDiffModel=DenseNet-1212025.12 | 77.8 | |
| OriginalModel=ResNet-502025.12 | 77.7 | |
| OriginalModel=EfficientNet-B22025.12 | 76.3 | |
| AdvDiffuserModel=DenseNet-1212025.12 | 75.3 | |
| AdvDiffModel=ViT-B/162025.12 | 75 | |
| unCLIPModel=ResNet-502025.12 | 74.4 | |
| AdvDiffModel=ResNet-502025.12 | 74.4 | |
| MixupModel=ViT-B/162025.12 | 74.2 | |
| AdvDiffuserModel=ResNet-502025.12 | 74.2 | |
| AdvDiffuserModel=ViT-B/162025.12 | 73.9 | |
| MixupModel=EfficientNet-B22025.12 | 73.8 | |
| OriginalModel=DenseNet-1212025.12 | 73.6 | |
| unCLIPModel=DenseNet-1212025.12 | 73.6 | |
| unCLIPModel=ViT-B/162025.12 | 73.6 | |
| MixupModel=ResNet-502025.12 | 72.4 | |
| OriginalModel=ViT-B/162025.12 | 72.3 | |
| MixupModel=DenseNet-1212025.12 | 71.1 | |
| AdvDiffModel=DenseNet-1212025.12 | 70.8 |