Outlier Detection on speech (historical)
54.88AUROCMetaOD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MetaODRelease Year=20212025.07 | 54.88 | 3.87 | |
| NeutralADRelease Year=20212025.07 | 53.61 | 2.28 | |
| SLADRelease Year=20232025.07 | 52.41 | 2.48 | |
| KDERelease Year=19622025.07 | 52.02 | 1.77 | |
| DPADRelease Year=20242025.07 | 50.98 | 2.08 | |
| DTE-NPRelease Year=20242025.07 | 49.99 | 2.01 | |
| KPCA + MLP2025.07 | 48.3 | 1.47 | |
| LOFRelease Year=20002025.07 | 47.86 | 2.02 | |
| kNNRelease Year=20002025.07 | 47.83 | 1.88 | |
| AERelease Year=20062025.07 | 47.49 | 1.84 | |
| ECODRelease Year=20222025.07 | 46.97 | 1.96 | |
| UniODMode=Ours2025.07 | 46.97 | 1.84 | |
| OC-SVMRelease Year=20012025.07 | 46.87 | 1.84 | |
| IFRelease Year=20082025.07 | 46.67 | 1.87 | |
| DSVDDRelease Year=20182025.07 | 45.7 | 1.99 | |
| LODARelease Year=20162025.07 | 44.17 | 1.45 | |
| ICLRelease Year=20222025.07 | 43.22 | 1.39 |