Tabular Data Synthesis on Multi-Dataset Collection (Adult, Bank, Cardio, Churn, Mushroom, Beijing) (test)
1.5Avg RankTabDDPM
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDDPM2024.12 | 1.5 | |
| TabED-Strperturbation=Str, feature knowledge=prior knowledge about structure2024.12 | 3.67 | |
| TabED-Uniperturbation=Uni2024.12 | 3.83 | |
| TabED-Gridperturbation=Grid2024.12 | 4.83 | |
| TabED-Cycperturbation=Cyc2024.12 | 4.83 | |
| TabED-Ordperturbation=Ord2024.12 | 4.83 | |
| TVAE2024.12 | 5.17 | |
| CTGAN2024.12 | 6.33 | |
| TabCD2024.12 | 8.83 |