Out-of-Distribution Detection on ImageNet ID Average OOD (test)
97.89AUROCDDE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DDEZero-shot=true2026.06 | 97.89 | 9.8 | |
| AdaNegZero-shot=true2026.06 | 96.66 | 18.92 | |
| OODDZero-shot=true2026.06 | 95.89 | 19.9 | |
| AdaNDZero-shot=true2026.06 | 95.58 | 16 | |
| NegRefineZero-shot=true2026.06 | 94.82 | 21.16 | |
| NegLabelZero-shot=true2026.06 | 94.21 | 25.4 | |
| MCMZero-shot=true2026.06 | 90.77 | 42.74 | |
| Max-LogitZero-shot=true2026.06 | 83.59 | 69.08 | |
| EnergyZero-shot=true2026.06 | 79.57 | 82.21 |