Tabular Data Generation on Magic (SHAPE)
0.9938SHAPEFF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FF2026.03 | 0.9938 | — | |
| TabDiff2026.03 | 0.992 | — | |
| TabSyn2026.03 | 0.9902 | — | |
| TabPC2026.03 | 0.9902 | — | |
| SM2026.03 | 0.984 | — | |
| TVAE2026.03 | 0.954 | — | |
| CTGAN2026.03 | 0.9443 | — | |
| CoDi2026.03 | 0.905 | — | |
| STaSy2026.03 | 0.8817 | — | |
| GReaT2026.03 | 0.8498 | — | |
| CTGANModel Type=GAN-based2026.04 | — | 9.81 | |
| GReaTModel Type=LLM-based2026.04 | — | 16.16 | |
| TabDDPMModel Type=Diffusion-based2026.04 | — | 1.01 | |
| TabDiffModel Type=Diffusion-based2026.04 | — | 0.78 | |
| TabGRAAModel Type=LLM-based2026.04 | — | 4.42 | |
| TabSynModel Type=Diffusion-based2026.04 | — | 1.09 | |
| TVAEModel Type=GAN-based2026.04 | — | 8.25 |