Outlier Detection on ALOI (historical)
56.72AUROCDTE-NP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DTE-NPRelease Year=20242025.07 | 56.72 | 4.76 | |
| NeutralADRelease Year=20212025.07 | 56.16 | 4.38 | |
| LOFRelease Year=20002025.07 | 55.27 | 4.32 | |
| OC-SVMRelease Year=20012025.07 | 55.21 | 4.28 | |
| AERelease Year=20062025.07 | 55 | 4.26 | |
| DSVDDRelease Year=20182025.07 | 54.85 | 3.96 | |
| LODARelease Year=20162025.07 | 54.83 | 4.31 | |
| UniODMode=Ours2025.07 | 54.39 | 3.62 | |
| kNNRelease Year=20002025.07 | 53.57 | 3.97 | |
| KDERelease Year=19622025.07 | 53.35 | 4.26 | |
| IFRelease Year=20082025.07 | 53.23 | 3.6 | |
| KPCA + MLP2025.07 | 52.86 | 3.41 | |
| SLADRelease Year=20232025.07 | 52.73 | 3.79 | |
| ICLRelease Year=20222025.07 | 52.11 | 3.69 | |
| ECODRelease Year=20222025.07 | 51.6 | 3.3 | |
| DPADRelease Year=20242025.07 | 49.36 | 3.03 | |
| MetaODRelease Year=20212025.07 | 48.38 | 2.79 |