Tabular Synthetic Data Generation on AD
0.972Column Shapes ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffPrivacy Setting=Non-DP2026.02 | 0.972 | |
| GaussPrivacy Setting=Non-DP2026.02 | 0.885 | |
| TVAEPrivacy Setting=Non-DP2026.02 | 0.862 | |
| CTGANPrivacy Setting=Non-DP2026.02 | 0.855 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.759 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.756 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.716 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.71 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.696 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.692 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.626 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.595 |