Out-of-Distribution Detection on ImageNet-1k OOD
85.53AUROCLN
Evaluation results
| Method | Links | |
|---|---|---|
| LNBackbone=ResNet502025.01 | 85.53 | |
| HEM-Backbone=SwinT2025.01 | 85.09 | |
| HEM-Backbone=ResNet502025.01 | 81.77 | |
| LNBackbone=SwinT2025.01 | 78.09 | |
| CEBackbone=SwinT2025.01 | 74.95 | |
| CEBackbone=ResNet502025.01 | 72.88 | |
| HEM-Backbone=ViT-B/162025.01 | 67.12 | |
| LNBackbone=ViT-B/162025.01 | 64.3 | |
| CEBackbone=ViT-B/162025.01 | 62.64 | |
| MMBackbone=ResNet502025.01 | 60.5 | |
| MMBackbone=ViT-B/162025.01 | 56.75 | |
| MMBackbone=SwinT2025.01 | 54.16 | |
| DICEBackbone=SwinT2025.01 | 51.34 | |
| DICEBackbone=ResNet502025.01 | 43.83 | |
| DICEBackbone=ViT-B/162025.01 | 38.17 |