Out-of-distribution detection on ImageNet-A
83.55AUROCLA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LAevaluation_mode=MI2026.04 | 83.55 | — | — | |
| ETNevaluation_mode=MP2026.04 | 81.81 | — | — | |
| LAevaluation_mode=MP2026.04 | 78.39 | — | — | |
| ETNevaluation_mode=MI2026.04 | 77.21 | — | — | |
| ETNevaluation_mode=DE2026.04 | 76.35 | — | — | |
| MAP_EDLevaluation_mode=MP2026.04 | 70.8 | — | — | |
| MAP_CEevaluation_mode=MP2026.04 | 70.51 | — | — | |
| MCDevaluation_mode=MP2026.04 | 67.64 | — | — | |
| MAP_EDLevaluation_mode=DE2026.04 | 66.49 | — | — | |
| MAP_EDLevaluation_mode=MI2026.04 | 66.07 | — | — | |
| IB-EDLevaluation_mode=MP2026.04 | 55.5 | — | — | |
| DeepEnsevaluation_mode=MP2026.04 | 53.39 | — | — | |
| MCDevaluation_mode=MI2026.04 | 50.17 | — | — | |
| IB-EDLevaluation_mode=MI2026.04 | 50.03 | — | — | |
| DeepEnsevaluation_mode=MI2026.04 | 49.63 | — | — | |
| IB-EDLevaluation_mode=DE2026.04 | 48.84 | — | — | |
| DMMevaluation_mode=MI2026.04 | 48.38 | — | — | |
| DMMevaluation_mode=DE2026.04 | 48.36 | — | — | |
| DMMevaluation_mode=MP2026.04 | 48.3 | — | — | |
| EnD2021.05 | — | 87.2 | — | |
| EnD22021.05 | — | 86.8 | 84.6 | |
| Ensemble2021.05 | — | 88.8 | 86.7 | |
| Proxy2021.05 | — | 88.8 | 86.5 | |
| Single2021.05 | — | 85.8 | — |