Tabular Data Generation on Default (Avg Marginal Alignment Error & Ratio Relative)
1.14Avg Marginal Alignment ErrorTabSYN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TabSYNreproduction=Our reproduced2026.05 | 1.14 | 1 | |
| COPULADIFF2026.05 | 1.47 | 1.29 | |
| TABKDE2026.05 | 1.55 | 1.36 | |
| TabDDPM2026.05 | 1.57 | 1.38 | |
| SMOTEreproduction=Our reproduced2026.05 | 1.7 | 1.49 | |
| RANDCORETABKDE2026.05 | 1.76 | 1.54 | |
| CORETABKDE2026.05 | 3.29 | 2.89 | |
| VAETABKDE2026.05 | 5.84 | 5.12 | |
| CoDi2026.05 | 15.77 | 13.82 | |
| GReaT2026.05 | 19.94 | 17.49 |