Tabular Data Generation on Beijing (Marginal Alignment Error)
1.3Avg Marginal Alignment ErrorTabDDPM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabDDPM2026.05 | 1.3 | 1 | |
| TABKDE2026.05 | 1.37 | 1.05 | |
| RANDCORETABKDE2026.05 | 1.7 | 1.31 | |
| SMOTEreproduction=Our reproduced2026.05 | 2.1 | 1.62 | |
| COPULADIFF2026.05 | 2.13 | 1.64 | |
| TabSYNreproduction=Our reproduced2026.05 | 2.79 | 2.15 | |
| CORETABKDE2026.05 | 3.2 | 2.46 | |
| VAETABKDE2026.05 | 4.94 | 3.8 | |
| GReaT2026.05 | 8.25 | 6.35 | |
| CoDi2026.05 | 16.94 | 13.03 |