OOD Detection on CoComageNet
0.7479Detection AUCEns-R
Evaluation Results
| Method | Links | |
|---|---|---|
| Ens-RBackbone=ViT2023.08 | 0.7479 | |
| Ens-VBackbone=ViT2023.08 | 0.7322 | |
| Ens-FBackbone=ViT2023.08 | 0.7265 | |
| D_alphaBackbone=ViT2023.08 | 0.7249 | |
| MSPBackbone=ViT2023.08 | 0.7193 | |
| ReActBackbone=ViT2023.08 | 0.7179 | |
| Max logitsBackbone=ViT2023.08 | 0.7163 | |
| EBOBackbone=ViT2023.08 | 0.7127 | |
| ASHBackbone=ViT2023.08 | 0.7127 | |
| ODINBackbone=ViT2023.08 | 0.7075 | |
| GradNormBackbone=ViT2023.08 | 0.6959 | |
| ViMBackbone=ViT2023.08 | 0.6845 | |
| MSPBackbone=RN-502023.08 | 0.6752 | |
| D_alphaBackbone=RN-502023.08 | 0.6715 | |
| RelationBackbone=ViT2023.08 | 0.6479 | |
| ODINBackbone=RN-502023.08 | 0.6446 | |
| ReActBackbone=RN-502023.08 | 0.6391 | |
| MDSfBackbone=ViT2023.08 | 0.6343 | |
| MDSlBackbone=ViT2023.08 | 0.6341 | |
| Max logitsBackbone=RN-502023.08 | 0.6279 | |
| ASHBackbone=RN-502023.08 | 0.6165 | |
| EBOBackbone=RN-502023.08 | 0.6155 | |
| Ens-FBackbone=RN-502023.08 | 0.6142 | |
| Ens-VBackbone=RN-502023.08 | 0.6129 | |
| DiceBackbone=ViT2023.08 | 0.6123 | |
| Ens-RBackbone=RN-502023.08 | 0.6101 | |
| SHEBackbone=ViT2023.08 | 0.6092 | |
| SHEBackbone=RN-502023.08 | 0.6091 | |
| DiceBackbone=RN-502023.08 | 0.5997 | |
| RelationBackbone=RN-502023.08 | 0.5949 | |
| CADet minBackbone=RN-502023.08 | 0.5688 | |
| GradNormBackbone=RN-502023.08 | 0.5445 | |
| CADet minBackbone=ViT2023.08 | 0.5424 | |
| ViMBackbone=RN-502023.08 | 0.4901 | |
| Logit normBackbone=RN-502023.08 | 0.4805 | |
| MDSlBackbone=RN-502023.08 | 0.3892 | |
| MDSfBackbone=RN-502023.08 | 0.3681 | |
| Logit normBackbone=ViT2023.08 | 0.3632 | |
| MDSallBackbone=RN-502023.08 | 0.3001 | |
| MDSallBackbone=ViT2023.08 | 0.2606 |