Tabular Synthetic Data Generation on CC
0.98Column Shapes ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffPrivacy Setting=Non-DP2026.02 | 0.98 | |
| TVAEPrivacy Setting=Non-DP2026.02 | 0.903 | |
| GaussPrivacy Setting=Non-DP2026.02 | 0.873 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.867 | |
| CTGANPrivacy Setting=Non-DP2026.02 | 0.847 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.702 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.669 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.657 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.65 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.64 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.633 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.618 |