Error Detection on Corruptions (test)
99.1AUCMDSall
Evaluation Results
| Method | Links | |
|---|---|---|
| MDSallBackbone=ViT2023.08 | 99.1 | |
| ENS-FBackbone=ViT2023.08 | 98.41 | |
| ENS-VBackbone=ViT2023.08 | 98.27 | |
| ENS-RBackbone=ViT2023.08 | 97.84 | |
| MAX LOGITBackbone=ResNet-502023.08 | 96.84 | |
| ASHBackbone=ResNet-502023.08 | 96.74 | |
| EBOBackbone=ResNet-502023.08 | 96.61 | |
| ENS-FBackbone=ResNet-502023.08 | 96.49 | |
| MDSlBackbone=ViT2023.08 | 96.39 | |
| DaBackbone=ResNet-502023.08 | 96.26 | |
| DaBackbone=ViT2023.08 | 95.96 | |
| MSPBackbone=ResNet-502023.08 | 95.93 | |
| ENS-RBackbone=ResNet-502023.08 | 95.92 | |
| MSPBackbone=ViT2023.08 | 95.75 | |
| SHEBackbone=ViT2023.08 | 95.7 | |
| MAX LOGITBackbone=ViT2023.08 | 95.55 | |
| DICEBackbone=ResNet-502023.08 | 95.53 | |
| ODINBackbone=ResNet-502023.08 | 95.02 | |
| REACTBackbone=ResNet-502023.08 | 95.01 | |
| EBOBackbone=ViT2023.08 | 95.01 | |
| ASHBackbone=ViT2023.08 | 95.01 | |
| RELATIONBackbone=ResNet-502023.08 | 95 | |
| REACTBackbone=ViT2023.08 | 94.81 | |
| ENS-VBackbone=ResNet-502023.08 | 94.73 | |
| SHEBackbone=ResNet-502023.08 | 94.2 | |
| RELATIONBackbone=ViT2023.08 | 94.18 | |
| GRADNORMBackbone=ViT2023.08 | 94 | |
| VIMBackbone=ResNet-502023.08 | 93.03 | |
| GRADNORMBackbone=ResNet-502023.08 | 92.73 | |
| VIMBackbone=ViT2023.08 | 91.64 | |
| ODINBackbone=ViT2023.08 | 90.83 | |
| CADET MinBackbone=ResNet-502023.08 | 90.11 | |
| MDSallBackbone=ResNet-502023.08 | 89.9 | |
| DICEBackbone=ViT2023.08 | 89.13 | |
| LOGIT NORMBackbone=ResNet-502023.08 | 84.37 | |
| CADET MinBackbone=ViT2023.08 | 81.55 | |
| MDSfBackbone=ResNet-502023.08 | 76.47 | |
| MDSlBackbone=ResNet-502023.08 | 75.85 | |
| LOGIT NORMBackbone=ViT2023.08 | 33.65 | |
| MDSfBackbone=ViT2023.08 | 30.7 |