Overfitting Protection Evaluation on AD
0.901DCR Overfitting ProtectionDP-CTGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| DP-CTGANepsilon=52026.02 | 0.901 | |
| DP-CTGANepsilon=12026.02 | 0.893 | |
| TVAEprivacy=Non-DP2026.02 | 0.89 | |
| Gauss.privacy=Non-DP2026.02 | 0.882 | |
| CTGANprivacy=Non-DP2026.02 | 0.875 | |
| DP-CTGANepsilon=∞2026.02 | 0.875 | |
| TabDiffprivacy=Non-DP2026.02 | 0.872 | |
| DP-TVAEepsilon=∞2026.02 | 0.866 | |
| DP-TVAEepsilon=12026.02 | 0.861 | |
| DP-CTGANepsilon=102026.02 | 0.842 | |
| DP-TVAEepsilon=52026.02 | 0.838 | |
| DP-TVAEepsilon=102026.02 | 0.774 |