Error Detection on In-distribution (test)
0.8916AUCMSP
Evaluation Results
| Method | Links | |
|---|---|---|
| MSPBackbone=ViT2023.08 | 0.8916 | |
| DaBackbone=ViT2023.08 | 0.89 | |
| DaBackbone=ResNet-502023.08 | 0.865 | |
| MSPBackbone=ResNet-502023.08 | 0.8631 | |
| ENS-FBackbone=ViT2023.08 | 0.8584 | |
| ENS-RBackbone=ViT2023.08 | 0.8369 | |
| ENS-VBackbone=ViT2023.08 | 0.8261 | |
| MAX LOGITBackbone=ViT2023.08 | 0.8064 | |
| ENS-FBackbone=ResNet-502023.08 | 0.792 | |
| SHEBackbone=ViT2023.08 | 0.7896 | |
| EBOBackbone=ViT2023.08 | 0.7835 | |
| ASHBackbone=ViT2023.08 | 0.7835 | |
| MAX LOGITBackbone=ResNet-502023.08 | 0.7755 | |
| ASHBackbone=ResNet-502023.08 | 0.7742 | |
| ENS-RBackbone=ResNet-502023.08 | 0.7724 | |
| REACTBackbone=ViT2023.08 | 0.7718 | |
| RELATIONBackbone=ViT2023.08 | 0.7691 | |
| EBOBackbone=ResNet-502023.08 | 0.7602 | |
| ODINBackbone=ResNet-502023.08 | 0.7579 | |
| VIMBackbone=ViT2023.08 | 0.7572 | |
| ODINBackbone=ViT2023.08 | 0.7502 | |
| MDSlBackbone=ViT2023.08 | 0.7492 | |
| RELATIONBackbone=ResNet-502023.08 | 0.7421 | |
| VIMBackbone=ResNet-502023.08 | 0.7374 | |
| REACTBackbone=ResNet-502023.08 | 0.7328 | |
| ENS-VBackbone=ResNet-502023.08 | 0.7281 | |
| DICEBackbone=ResNet-502023.08 | 0.7 | |
| GRADNORMBackbone=ViT2023.08 | 0.6801 | |
| SHEBackbone=ResNet-502023.08 | 0.6703 | |
| GRADNORMBackbone=ResNet-502023.08 | 0.5807 | |
| DICEBackbone=ViT2023.08 | 0.5691 | |
| CADET MinBackbone=ResNet-502023.08 | 0.565 | |
| MDSlBackbone=ResNet-502023.08 | 0.5553 | |
| MDSallBackbone=ViT2023.08 | 0.5493 | |
| MDSallBackbone=ResNet-502023.08 | 0.5469 | |
| CADET MinBackbone=ViT2023.08 | 0.5463 | |
| MDSfBackbone=ResNet-502023.08 | 0.5125 | |
| LOGIT NORMBackbone=ResNet-502023.08 | 0.5011 | |
| MDSfBackbone=ViT2023.08 | 0.4823 | |
| LOGIT NORMBackbone=ViT2023.08 | 0.3683 |