OOD Detection on OOD Datasets Mean
38.7FPR@95OCO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OCOModel=DINOv22026.05 | 38.7 | 87.75 | |
| CoRPModel=DINOv22026.05 | 40.53 | 85.67 | |
| OODDModel=DINOv22026.05 | 42.93 | 87.04 | |
| FDBDModel=DINOv22026.05 | 43.63 | 85.18 | |
| OCOModel=ViT2026.05 | 47.26 | 86.04 | |
| CoRPModel=ViT2026.05 | 48.65 | 82.01 | |
| FDBDModel=ViT2026.05 | 49.66 | 83.94 | |
| NECOModel=DINOv22026.05 | 52.89 | 81.76 | |
| SCALEModel=DINOv22026.05 | 53.6 | 80.74 | |
| MaxLogitModel=DINOv22026.05 | 54.29 | 81.29 | |
| OODDModel=ViT2026.05 | 54.65 | 83.91 | |
| EnergyModel=DINOv22026.05 | 54.74 | 80.57 | |
| SCALEModel=ViT2026.05 | 54.84 | 82.76 | |
| MaxLogitModel=ViT2026.05 | 56.85 | 82.46 | |
| EnergyModel=ViT2026.05 | 57.49 | 81.98 | |
| SHEModel=DINOv22026.05 | 59.37 | 81.05 | |
| NNguideModel=DINOv22026.05 | 61.34 | 75.36 | |
| NNguideModel=ViT2026.05 | 65.84 | 76.3 | |
| NECOModel=ViT2026.05 | 65.89 | 83.2 | |
| SHEModel=ViT2026.05 | 76.66 | 74.19 |