Outlier Detection on vowels (historical)
97.64AUROCNeutralAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NeutralADRelease Year=20212025.07 | 97.64 | 56.95 | |
| DTE-NPRelease Year=20242025.07 | 97.37 | 56.06 | |
| MetaODRelease Year=20212025.07 | 94.99 | 35.61 | |
| SLADRelease Year=20232025.07 | 93.65 | 33.96 | |
| LOFRelease Year=20002025.07 | 93.14 | 38.42 | |
| kNNRelease Year=20002025.07 | 91.23 | 30.29 | |
| UniODMode=Ours2025.07 | 85.01 | 17.23 | |
| KDERelease Year=19622025.07 | 82.91 | 23.17 | |
| ICLRelease Year=20222025.07 | 82.17 | 27.68 | |
| IFRelease Year=20082025.07 | 77.01 | 14.43 | |
| LODARelease Year=20162025.07 | 76.99 | 15.7 | |
| OC-SVMRelease Year=20012025.07 | 76.91 | 16.33 | |
| AERelease Year=20062025.07 | 76.25 | 21.48 | |
| DPADRelease Year=20242025.07 | 72.66 | 18.11 | |
| KPCA + MLP2025.07 | 70.29 | 5.81 | |
| ECODRelease Year=20222025.07 | 59.29 | 8.14 | |
| DSVDDRelease Year=20182025.07 | 41.54 | 4.02 |