Outlier Detection on shuttle Group II
99.51AUROC (%)UniOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniOD2025.07 | 99.51 | 96.18 | |
| ECODPublication Year=20222025.07 | 99.4 | 91.1 | |
| KDEPublication Year=19622025.07 | 99.37 | 91.86 | |
| DSVDDPublication Year=20182025.07 | 99.26 | 91.32 | |
| AEPublication Year=20062025.07 | 99.05 | 79.74 | |
| MLP+TF2025.07 | 95.85 | 54.14 | |
| SLADPublication Year=20232025.07 | 94.27 | 39.86 | |
| kNNPublication Year=20002025.07 | 92.06 | 34.51 | |
| KPCA+MLP2025.07 | 80.61 | 16.82 | |
| DTE-NPPublication Year=20242025.07 | 79.58 | 19.76 | |
| NeutralADPublication Year=20212025.07 | 73.58 | 14.77 | |
| DPADPublication Year=20242025.07 | 56.66 | 12.99 | |
| ICLPublication Year=20222025.07 | 52.21 | 8.29 | |
| MetaODPublication Year=20212025.07 | 49.17 | 8.88 |