Tabular Data Generation on Shoppers (Average Marginal Alignment Error & Ratio Metrics)
1.23Average Marginal Alignment ErrorTabSYN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TabSYNreproduction=Our reproduced2026.05 | 1.23 | 1 | |
| TABKDE2026.05 | 2.44 | 1.98 | |
| COPULADIFF2026.05 | 2.47 | 2.01 | |
| RANDCORETABKDE2026.05 | 2.54 | 2.07 | |
| SMOTEreproduction=Our reproduced2026.05 | 2.66 | 2.16 | |
| TabDDPM2026.05 | 2.72 | 2.21 | |
| CORETABKDE2026.05 | 3.23 | 2.63 | |
| VAETABKDE2026.05 | 6.31 | 5.13 | |
| GReaT2026.05 | 14.51 | 11.8 | |
| CoDi2026.05 | 31.84 | 25.89 |