Image Classification on NICO++ OOD
76.2AccuracyRiskyDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| RiskyDiffModel=EfficientNet-B22025.12 | 76.2 | |
| RiskyDiffModel=ViT-B/162025.12 | 75.4 | |
| MixupModel=EfficientNet-B22025.12 | 75 | |
| AdvDiffuserModel=ViT-B/162025.12 | 74.9 | |
| AdvDiffModel=ViT-B/162025.12 | 74.6 | |
| MixupModel=ViT-B/162025.12 | 74.5 | |
| OriginalModel=ViT-B/162025.12 | 74.3 | |
| unCLIPModel=ViT-B/162025.12 | 73.7 | |
| AdvDiffuserModel=EfficientNet-B22025.12 | 73.5 | |
| unCLIPModel=EfficientNet-B22025.12 | 73.4 | |
| AdvDiffModel=EfficientNet-B22025.12 | 73.3 | |
| OriginalModel=EfficientNet-B22025.12 | 73.1 | |
| RiskyDiffModel=DenseNet-1212025.12 | 72.7 | |
| MixupModel=DenseNet-1212025.12 | 71.5 | |
| RiskyDiffModel=ResNet-502025.12 | 71.5 | |
| MixupModel=ResNet-502025.12 | 70.7 | |
| unCLIPModel=ResNet-502025.12 | 70 | |
| AdvDiffModel=ResNet-502025.12 | 69.7 | |
| OriginalModel=ResNet-502025.12 | 69.6 | |
| unCLIPModel=DenseNet-1212025.12 | 69.6 | |
| AdvDiffuserModel=ResNet-502025.12 | 69.4 | |
| AdvDiffuserModel=DenseNet-1212025.12 | 69.1 | |
| OriginalModel=DenseNet-1212025.12 | 69 | |
| AdvDiffModel=DenseNet-1212025.12 | 68.4 |