Synthetic Data Evaluation (Column Pair Trends) on CR
0.929Column Pair Trends ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffGenerator=TabDiff, DP Status=Non-DP2026.02 | 0.929 | |
| CTGANGenerator=CTGAN, DP Status=Non-DP2026.02 | 0.86 | |
| Gauss.Generator=Gauss., DP Status=Non-DP2026.02 | 0.824 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 0.799 | |
| TVAEGenerator=TVAE, DP Status=Non-DP2026.02 | 0.613 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 0.557 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 0.498 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 0.49 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 0.483 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 0.452 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 0.373 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 0.281 |