Error Detection on Adversarial Attacks (test)
89.52AUCENS-V
Evaluation Results
| Method | Links | |
|---|---|---|
| ENS-VBackbone=ViT2023.08 | 89.52 | |
| MDSallBackbone=ViT2023.08 | 89.44 | |
| ENS-FBackbone=ViT2023.08 | 88.72 | |
| ENS-RBackbone=ViT2023.08 | 88.17 | |
| ENS-RBackbone=ResNet-502023.08 | 83.79 | |
| SHEBackbone=ViT2023.08 | 83.54 | |
| MDSlBackbone=ViT2023.08 | 82.98 | |
| ENS-FBackbone=ResNet-502023.08 | 82.6 | |
| DICEBackbone=ViT2023.08 | 80.6 | |
| ENS-VBackbone=ResNet-502023.08 | 80.47 | |
| RELATIONBackbone=ViT2023.08 | 79.1 | |
| ASHBackbone=ResNet-502023.08 | 78.06 | |
| RELATIONBackbone=ResNet-502023.08 | 76.28 | |
| SHEBackbone=ResNet-502023.08 | 75.02 | |
| MDSallBackbone=ResNet-502023.08 | 74.65 | |
| MSPBackbone=ResNet-502023.08 | 74.04 | |
| DaBackbone=ResNet-502023.08 | 73.97 | |
| MDSlBackbone=ResNet-502023.08 | 72.39 | |
| GRADNORMBackbone=ViT2023.08 | 70.92 | |
| DaBackbone=ViT2023.08 | 70.37 | |
| MSPBackbone=ViT2023.08 | 70.29 | |
| CADET MinBackbone=ViT2023.08 | 70.02 | |
| VIMBackbone=ResNet-502023.08 | 69.83 | |
| REACTBackbone=ResNet-502023.08 | 69.32 | |
| MAX LOGITBackbone=ResNet-502023.08 | 68.37 | |
| MDSfBackbone=ViT2023.08 | 68.18 | |
| REACTBackbone=ViT2023.08 | 68 | |
| CADET MinBackbone=ResNet-502023.08 | 67.85 | |
| MAX LOGITBackbone=ViT2023.08 | 67.67 | |
| EBOBackbone=ResNet-502023.08 | 67.63 | |
| EBOBackbone=ViT2023.08 | 66.63 | |
| ASHBackbone=ViT2023.08 | 66.63 | |
| DICEBackbone=ResNet-502023.08 | 65.71 | |
| VIMBackbone=ViT2023.08 | 63.37 | |
| ODINBackbone=ResNet-502023.08 | 62.96 | |
| GRADNORMBackbone=ResNet-502023.08 | 62.49 | |
| ODINBackbone=ViT2023.08 | 56.98 | |
| MDSfBackbone=ResNet-502023.08 | 56.66 | |
| LOGIT NORMBackbone=ResNet-502023.08 | 55.94 | |
| LOGIT NORMBackbone=ViT2023.08 | 34.05 |