Outlier Detection on cover (historical)
98.04AUROCLODA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LODARelease Year=20162025.07 | 98.04 | 25.08 | |
| LOFRelease Year=20002025.07 | 96.13 | 16.37 | |
| UniODMode=Ours2025.07 | 93.52 | 5.89 | |
| OC-SVMRelease Year=20012025.07 | 92.96 | 7.66 | |
| DTE-NPRelease Year=20242025.07 | 91.63 | 9.59 | |
| kNNRelease Year=20002025.07 | 91.4 | 7.77 | |
| IFRelease Year=20082025.07 | 90.04 | 7.25 | |
| ECODRelease Year=20222025.07 | 89.64 | 11.97 | |
| DSVDDRelease Year=20182025.07 | 89.45 | 15.6 | |
| AERelease Year=20062025.07 | 89.32 | 11.16 | |
| MetaODRelease Year=20212025.07 | 88.82 | 9.64 | |
| KDERelease Year=19622025.07 | 87 | 5.17 | |
| NeutralADRelease Year=20212025.07 | 73.72 | 3.85 | |
| DPADRelease Year=20242025.07 | 69.82 | 3.07 | |
| SLADRelease Year=20232025.07 | 66.15 | 1.46 | |
| KPCA + MLP2025.07 | 62.69 | 3.94 | |
| ICLRelease Year=20222025.07 | 54.04 | 1.04 |