OOD Detection on iNaturalist OOD ImageNet-1K
97.07AUROCASH
Evaluation results
| Method | Links | |
|---|---|---|
| ASHBackbone=ResNet-502023.06 | 97.07 | |
| NAC-UEBackbone=ResNet-502023.06 | 96.52 | |
| ReActBackbone=ResNet-502023.06 | 96.34 | |
| RMDSBackbone=ViT-b162023.06 | 96.1 | |
| MDSBackbone=ViT-b162023.06 | 96.01 | |
| VIMBackbone=ViT-b162023.06 | 95.72 | |
| OpenMaxBackbone=ViT-b162023.06 | 94.93 | |
| NAC-UEBackbone=ViT-b162023.06 | 93.72 | |
| SHEBackbone=ViT-b162023.06 | 93.57 | |
| GENBackbone=ViT-b162023.06 | 93.54 | |
| SHEBackbone=ResNet-502023.06 | 92.65 | |
| GENBackbone=ResNet-502023.06 | 92.44 | |
| OpenMaxBackbone=ResNet-502023.06 | 92.05 | |
| KNNBackbone=ViT-b162023.06 | 91.46 | |
| VIMBackbone=ResNet-502023.06 | 89.56 | |
| RMDSBackbone=ResNet-502023.06 | 87.24 | |
| KNNBackbone=ResNet-502023.06 | 86.41 | |
| ReActBackbone=ViT-b162023.06 | 86.11 | |
| MDSBackbone=ResNet-502023.06 | 63.67 | |
| ASHBackbone=ViT-b162023.06 | 50.62 |