Out-of-Distribution Detection on ImageNet-S (AUROC)
81.3AUROCLA
Evaluation results
| Method | Links | |
|---|---|---|
| LAevaluation_mode=MI2026.04 | 81.3 | |
| ETNevaluation_mode=MP2026.04 | 78.34 | |
| LAevaluation_mode=MP2026.04 | 75.58 | |
| ETNevaluation_mode=MI2026.04 | 74.08 | |
| ETNevaluation_mode=DE2026.04 | 73.44 | |
| MAP_EDLevaluation_mode=DE2026.04 | 69.9 | |
| MAP_EDLevaluation_mode=MI2026.04 | 69.5 | |
| MAP_EDLevaluation_mode=MP2026.04 | 68.83 | |
| MAP_CEevaluation_mode=MP2026.04 | 67.78 | |
| MCDevaluation_mode=MP2026.04 | 60.11 | |
| IB-EDLevaluation_mode=MP2026.04 | 54.65 | |
| DeepEnsevaluation_mode=MI2026.04 | 50.15 | |
| MCDevaluation_mode=MI2026.04 | 50.12 | |
| IB-EDLevaluation_mode=DE2026.04 | 49.84 | |
| IB-EDLevaluation_mode=MI2026.04 | 49 | |
| DMMevaluation_mode=MI2026.04 | 43.82 | |
| DMMevaluation_mode=DE2026.04 | 43.77 | |
| DMMevaluation_mode=MP2026.04 | 43.48 | |
| DeepEnsevaluation_mode=MP2026.04 | 26.96 |