Outlier Detection on mammography (historical)
89.68AUROCECOD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ECODRelease Year=20222025.07 | 89.68 | 41.16 | |
| LODARelease Year=20162025.07 | 88.93 | 28.86 | |
| OC-SVMRelease Year=20012025.07 | 87.3 | 17.22 | |
| UniODMode=Ours2025.07 | 87.25 | 19.5 | |
| KDERelease Year=19622025.07 | 87.17 | 20.98 | |
| DSVDDRelease Year=20182025.07 | 86.95 | 21.19 | |
| IFRelease Year=20082025.07 | 86.36 | 24.44 | |
| kNNRelease Year=20002025.07 | 84.92 | 15.98 | |
| MetaODRelease Year=20212025.07 | 84.77 | 21.87 | |
| DTE-NPRelease Year=20242025.07 | 84.6 | 16.69 | |
| LOFRelease Year=20002025.07 | 81.16 | 12.99 | |
| KPCA + MLP2025.07 | 79.12 | 26.42 | |
| AERelease Year=20062025.07 | 76.52 | 12.14 | |
| NeutralADRelease Year=20212025.07 | 62.21 | 3.05 | |
| DPADRelease Year=20242025.07 | 61.99 | 6.07 | |
| SLADRelease Year=20232025.07 | 59.06 | 4.1 | |
| ICLRelease Year=20222025.07 | 56.47 | 3.95 |