Outlier Detection on Musk (AUC)
1AUCFROD
Evaluation results
| Method | Links | |
|---|---|---|
| FRODlabeled data percentage=1%2025.12 | 1 | |
| GDOFLabeled Outliers=52025.12 | 1 | |
| WFRDAlabeled data percentage=1%2025.12 | 0.9998 | |
| WFRDALabeled Outliers=52025.12 | 0.999 | |
| REPENLabeled Outliers=52025.12 | 0.999 | |
| DIFLabeled Outliers=52025.12 | 0.996 | |
| MFGADlabeled data percentage=1%2025.12 | 0.9892 | |
| DeepSADLabeled Outliers=52025.12 | 0.989 | |
| PReNetLabeled Outliers=52025.12 | 0.973 | |
| ECODLabeled Outliers=52025.12 | 0.959 | |
| ECODlabeled data percentage=1%2025.12 | 0.9559 | |
| DeepSADlabeled data percentage=1%2025.12 | 0.951 | |
| PReNetlabeled data percentage=1%2025.12 | 0.9297 | |
| FEAWADlabeled data percentage=1%2025.12 | 0.9292 | |
| FEAWADLabeled Outliers=52025.12 | 0.929 | |
| IForestlabeled data percentage=1%2025.12 | 0.8936 | |
| REPENlabeled data percentage=1%2025.12 | 0.8929 | |
| LUNARLabeled Outliers=52025.12 | 0.877 | |
| DevNetLabeled Outliers=52025.12 | 0.859 | |
| DeepSVDDlabeled data percentage=1%2025.12 | 0.8113 | |
| DevNetlabeled data percentage=1%2025.12 | 0.6746 | |
| DeepSVDDLabeled Outliers=52025.12 | 0.669 |