Synthetic Data Evaluation (Column Pair Trends) on GM
99.1Column Pair Trends ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffGenerator=TabDiff, DP Status=Non-DP2026.02 | 99.1 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 91.6 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 89.9 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 89.2 | |
| Gauss.Generator=Gauss., DP Status=Non-DP2026.02 | 88.1 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 87.1 | |
| TVAEGenerator=TVAE, DP Status=Non-DP2026.02 | 77 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 70.1 | |
| CTGANGenerator=CTGAN, DP Status=Non-DP2026.02 | 64.2 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 63.1 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 61.1 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 57.1 |