Tabular Data Synthesis on Bank (test)
0.935AUCReal
Evaluation results
| Method | Links | |
|---|---|---|
| Real2024.12 | 0.935 | |
| TabDDPM2024.12 | 0.922 | |
| TVAE2024.12 | 0.868 | |
| TabED-Ordperturbation=Ord2024.12 | 0.845 | |
| TabED-Uniperturbation=Uni2024.12 | 0.842 | |
| TabED-Gridperturbation=Grid2024.12 | 0.831 | |
| TabED-Cycperturbation=Cyc2024.12 | 0.823 | |
| TabED-Strperturbation=Str, feature knowledge=prior knowledge about structure2024.12 | 0.819 | |
| CTGAN2024.12 | 0.774 | |
| TabCD2024.12 | 0.604 |