Outlier Detection on letter (historical)
90.09AUROCMetaOD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MetaODRelease Year=20212025.07 | 90.09 | 52.4 | |
| SLADRelease Year=20232025.07 | 88.4 | 36.87 | |
| NeutralADRelease Year=20212025.07 | 88.26 | 42.13 | |
| DTE-NPRelease Year=20242025.07 | 88.16 | 30.41 | |
| KDERelease Year=19622025.07 | 87.6 | 35.42 | |
| LOFRelease Year=20002025.07 | 80.89 | 24.27 | |
| kNNRelease Year=20002025.07 | 74.44 | 15.3 | |
| ICLRelease Year=20222025.07 | 73.05 | 17.96 | |
| UniODMode=Ours2025.07 | 64.05 | 10.54 | |
| AERelease Year=20062025.07 | 63.1 | 11.3 | |
| IFRelease Year=20082025.07 | 62.92 | 8.96 | |
| OC-SVMRelease Year=20012025.07 | 59.94 | 10.09 | |
| DPADRelease Year=20242025.07 | 58.2 | 8.99 | |
| DSVDDRelease Year=20182025.07 | 57.46 | 9.44 | |
| ECODRelease Year=20222025.07 | 57.23 | 7.67 | |
| LODARelease Year=20162025.07 | 57.17 | 8.66 | |
| KPCA + MLP2025.07 | 55.51 | 6.64 |