Generative Tabular Data Modeling on Diabetes
0.179Mean Wasserstein DistanceTREEFLOW
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TREEFLOW2026.05 | 0.179 | 0.023 | 69.9 | 0.025 | 1.265 | 0.131 | 1.793 | 0.005 | |
| TabDDPM2026.05 | 0.186 | 0.024 | 71.9 | 0.016 | 1.095 | 0.184 | 3.834 | 0.012 | |
| GaussianCopula2026.05 | 0.398 | 0.254 | 50.7 | 0.091 | 1.632 | 0.556 | 0.555 | 0.025 | |
| TVAE2026.05 | 0.523 | 0.077 | 50.2 | 0.056 | 2.418 | 0.329 | 2.281 | 0.056 | |
| CTGAN2026.05 | 0.71 | 0.127 | 51.7 | 0.046 | 3.681 | 0.224 | 2.923 | 0.071 |