Generative Tabular Data Modeling on Cancer
0.134Mean Wasserstein DistanceTREEFLOW
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TREEFLOW2026.05 | 0.134 | 0.024 | 93.9 | 0.007 | 3.689 | 0.499 | 1.832 | 0.026 | |
| TabDDPM2026.05 | 0.18 | 0.052 | 93.6 | 0.015 | 3.3 | 1.125 | 3.941 | 0.038 | |
| GaussianCopula2026.05 | 0.229 | 0.072 | 65.3 | 0.074 | 4.241 | 0.924 | 2.047 | 0.063 | |
| TVAE2026.05 | 0.499 | 0.049 | 58.9 | 0.132 | 11.33 | 0.274 | 7.323 | 0.149 | |
| CTGAN2026.05 | 0.637 | 0.1 | 66 | 0.105 | 14.484 | 0.205 | 7.945 | 0.059 |