Tabular Data Generation on Magic (AMAE & Ratio Metrics)
0.71Average Marginal Alignment Error (AMAE)VAETABKDE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VAETABKDE2026.05 | 0.71 | 1 | |
| TABKDE2026.05 | 0.78 | 1.1 | |
| COPULADIFF2026.05 | 0.94 | 1.32 | |
| TabSYNreproduction=Our reproduced2026.05 | 0.98 | 1.38 | |
| TabDDPM2026.05 | 1.01 | 1.42 | |
| RANDCORETABKDE2026.05 | 1.01 | 1.42 | |
| CORETABKDE2026.05 | 1.08 | 1.52 | |
| SMOTEreproduction=Our reproduced2026.05 | 1.37 | 1.93 | |
| CoDi2026.05 | 11.56 | 16.28 | |
| GReaT2026.05 | 16.16 | 22.76 |