Unconditional Tabular Data Generation on Synthcity (15 datasets average)
0.003MMDTabDDPM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TabDDPM2026.03 | 0.003 | 58 | 61.5 | 4.2 | 88 | |
| Bayesian Net2026.03 | 0.003 | 44.5 | 53.7 | 2.49 | 89.5 | |
| NFlow2026.03 | 0.011 | 59.9 | 69.6 | 4.01 | 85.8 | |
| JANUS2026.03 | 0.012 | 49.7 | 63.9 | 2.42 | 85.1 | |
| Gaussian Copula2026.03 | 0.012 | 60.3 | 72.1 | 2.31 | 79 | |
| TVAE2026.03 | 0.014 | 60.9 | 73.8 | 3.59 | 85.2 | |
| CTGAN2026.03 | 0.03 | 63.4 | 78.8 | 2.71 | 80.4 |