Synthetic Data Evaluation (Column Pair Trends) on AD
0.916Column Pair Trends ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffGenerator=TabDiff, DP Status=Non-DP2026.02 | 0.916 | |
| TVAEGenerator=TVAE, DP Status=Non-DP2026.02 | 0.874 | |
| CTGANGenerator=CTGAN, DP Status=Non-DP2026.02 | 0.845 | |
| Gauss.Generator=Gauss., DP Status=Non-DP2026.02 | 0.825 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 0.825 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 0.754 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 0.722 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 0.72 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 0.611 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 0.557 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 0.362 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 0.322 |