Outlier Detection on skin (historical)
83.12AUROCSLAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SLADRelease Year=20232025.07 | 83.12 | 46.87 | |
| NeutralADRelease Year=20212025.07 | 78.65 | 33.92 | |
| UniODMode=Ours2025.07 | 76.12 | 31.65 | |
| kNNRelease Year=20002025.07 | 76.04 | 31.6 | |
| DTE-NPRelease Year=20242025.07 | 71.43 | 28.48 | |
| IFRelease Year=20082025.07 | 66.62 | 25.17 | |
| MetaODRelease Year=20212025.07 | 65.19 | 24.53 | |
| DPADRelease Year=20242025.07 | 64.64 | 24.57 | |
| OC-SVMRelease Year=20012025.07 | 63.66 | 23.78 | |
| DSVDDRelease Year=20182025.07 | 59.51 | 24.43 | |
| KPCA + MLP2025.07 | 57.39 | 23.99 | |
| KDERelease Year=19622025.07 | 51.25 | 19.08 | |
| LODARelease Year=20162025.07 | 50.37 | 18.91 | |
| AERelease Year=20062025.07 | 49.55 | 19.47 | |
| ECODRelease Year=20222025.07 | 48.86 | 18.24 | |
| LOFRelease Year=20002025.07 | 35.29 | 15 | |
| ICLRelease Year=20222025.07 | 33.57 | 14.92 |