Outlier Detection on celeba (Group II)
0.8121AUROCUniOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniOD2025.07 | 0.8121 | 0.1171 | |
| kNNPublication Year=20002025.07 | 0.7971 | 0.0927 | |
| ECODPublication Year=20222025.07 | 0.7525 | 0.1076 | |
| KDEPublication Year=19622025.07 | 0.747 | 0.0586 | |
| DTE-NPPublication Year=20242025.07 | 0.746 | 0.0634 | |
| AEPublication Year=20062025.07 | 0.7367 | 0.0559 | |
| MetaODPublication Year=20212025.07 | 0.6973 | 0.0537 | |
| DSVDDPublication Year=20182025.07 | 0.6728 | 0.0624 | |
| SLADPublication Year=20232025.07 | 0.6613 | 0.0529 | |
| ICLPublication Year=20222025.07 | 0.649 | 0.0499 | |
| KPCA+MLP2025.07 | 0.5834 | 0.0363 | |
| NeutralADPublication Year=20212025.07 | 0.5449 | 0.0231 | |
| DPADPublication Year=20242025.07 | 0.5173 | 0.0237 | |
| MLP+TF2025.07 | 0.3947 | 0.0421 |