Overfitting Protection Evaluation on BC
0.965DCR Overfitting ProtectionCTGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| CTGANprivacy=Non-DP2026.02 | 0.965 | |
| DP-CTGANepsilon=102026.02 | 0.942 | |
| DP-CTGANepsilon=12026.02 | 0.94 | |
| TabDiffprivacy=Non-DP2026.02 | 0.934 | |
| DP-CTGANepsilon=52026.02 | 0.927 | |
| Gauss.privacy=Non-DP2026.02 | 0.921 | |
| DP-CTGANepsilon=∞2026.02 | 0.909 | |
| DP-TVAEepsilon=12026.02 | 0.901 | |
| DP-TVAEepsilon=∞2026.02 | 0.846 | |
| DP-TVAEepsilon=52026.02 | 0.817 | |
| DP-TVAEepsilon=102026.02 | 0.804 | |
| TVAEprivacy=Non-DP2026.02 | 0.703 |