Out-of-Distribution Detection on Beijing Air Quality
73AUROC (OOD)Deep Ensemble
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deep EnsembleEnsemble size=5, Params=330K2026.01 | 73 | 88.3 | |
| Low-RankRank (r)=14, 20, Params=47K2026.01 | 71 | 86.1 | |
| LR-SVDParams=47K2026.01 | 68.7 | 81.2 | |
| Rank-1 Mult.Params=66K2026.01 | 58 | 75.1 | |
| DeterministicParams=33K2026.01 | 50 | 50 | |
| Full-Rank BBBParams=132K2026.01 | 49.2 | 74.3 |