OOD Detection on CoComageNet mono
0.6138Detection AUCMDSf
Evaluation Results
| Method | Links | |
|---|---|---|
| MDSfBackbone=ViT2023.08 | 0.6138 | |
| Ens-RBackbone=ViT2023.08 | 0.6029 | |
| Ens-VBackbone=ViT2023.08 | 0.5921 | |
| Ens-VBackbone=RN-502023.08 | 0.5906 | |
| Ens-FBackbone=ViT2023.08 | 0.5892 | |
| ReActBackbone=RN-502023.08 | 0.5873 | |
| Ens-FBackbone=RN-502023.08 | 0.5834 | |
| MDSlBackbone=ViT2023.08 | 0.5832 | |
| ReActBackbone=ViT2023.08 | 0.5781 | |
| DiceBackbone=ViT2023.08 | 0.5735 | |
| ViMBackbone=ViT2023.08 | 0.5706 | |
| Ens-RBackbone=RN-502023.08 | 0.5675 | |
| EBOBackbone=ViT2023.08 | 0.5665 | |
| ASHBackbone=ViT2023.08 | 0.5665 | |
| GradNormBackbone=ViT2023.08 | 0.5634 | |
| Max logitsBackbone=ViT2023.08 | 0.5615 | |
| ODINBackbone=ViT2023.08 | 0.5527 | |
| Logit normBackbone=RN-502023.08 | 0.5526 | |
| ViMBackbone=RN-502023.08 | 0.5454 | |
| SHEBackbone=RN-502023.08 | 0.5377 | |
| ODINBackbone=RN-502023.08 | 0.5372 | |
| SHEBackbone=ViT2023.08 | 0.5355 | |
| GradNormBackbone=RN-502023.08 | 0.5343 | |
| D_alphaBackbone=ViT2023.08 | 0.5341 | |
| Max logitsBackbone=RN-502023.08 | 0.5332 | |
| MSPBackbone=RN-502023.08 | 0.5332 | |
| ASHBackbone=RN-502023.08 | 0.5332 | |
| EBOBackbone=RN-502023.08 | 0.5331 | |
| MSPBackbone=ViT2023.08 | 0.5316 | |
| D_alphaBackbone=RN-502023.08 | 0.5308 | |
| DiceBackbone=RN-502023.08 | 0.53 | |
| RelationBackbone=ViT2023.08 | 0.5226 | |
| CADet minBackbone=ViT2023.08 | 0.5224 | |
| Logit normBackbone=ViT2023.08 | 0.5103 | |
| MDSlBackbone=RN-502023.08 | 0.5097 | |
| CADet minBackbone=RN-502023.08 | 0.508 | |
| RelationBackbone=RN-502023.08 | 0.4991 | |
| MDSfBackbone=RN-502023.08 | 0.4845 | |
| MDSallBackbone=RN-502023.08 | 0.4706 | |
| MDSallBackbone=ViT2023.08 | 0.4666 |