Tabular Synthetic Data Generation on GM
0.995Column Shapes ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffPrivacy Setting=Non-DP2026.02 | 0.995 | |
| TVAEPrivacy Setting=Non-DP2026.02 | 0.932 | |
| GaussPrivacy Setting=Non-DP2026.02 | 0.913 | |
| CTGANPrivacy Setting=Non-DP2026.02 | 0.767 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.698 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.695 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.689 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.686 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.684 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.642 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.64 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.618 |