Tabular Data Generation on Default (alpha-Precision, beta-Recall, C2ST)
0.9826C2STTabSyn
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TabSynModel Category=Diffusion-based2026.04 | 0.9826 | 98.65 | 46.45 | |
| TabSynModel Type=Diffusion-based2026.04 | 0.9826 | 98.65 | 46.45 | |
| TabSynModel Category=Diffusion-based2026.04 | 0.9826 | — | — | |
| TabDiffModel Category=Diffusion-based2026.04 | 0.9774 | 98.49 | 51.09 | |
| TabDiffModel Type=Diffusion-based2026.04 | 0.9774 | 98.49 | 51.09 | |
| TabDiffModel Category=Diffusion-based2026.04 | 0.9774 | — | — | |
| TabGRAAModel Category=LLM-based2026.04 | 0.9731 | 96.25 | 46.47 | |
| TabGRAAModel Type=LLM-based2026.04 | 0.9731 | 96.25 | 46.47 | |
| TabGRAAModel Category=LLM-based2026.04 | 0.9731 | — | — | |
| TabDDPMModel Category=Diffusion-based2026.04 | 0.9712 | 97.59 | 47.83 | |
| TabDDPMModel Type=Diffusion-based2026.04 | 0.9712 | 97.59 | 47.83 | |
| TabDDPMModel Category=Diffusion-based2026.04 | 0.9712 | — | — | |
| TVAEModel Category=GAN-based2026.04 | 0.6547 | 85.57 | 23.13 | |
| TVAEModel Type=GAN-based2026.04 | 0.6547 | 85.57 | 23.13 | |
| TVAEModel Category=GAN-based2026.04 | 0.6547 | — | — | |
| CTGANModel Category=GAN-based2026.04 | 0.4875 | 62.08 | 18.22 | |
| CTGANModel Type=GAN-based2026.04 | 0.4875 | 62.08 | 18.22 | |
| CTGANModel Category=GAN-based2026.04 | 0.4875 | — | — | |
| GReaTModel Category=LLM-based2026.04 | 0.471 | 85.9 | 42.04 | |
| GReaTModel Type=LLM-based2026.04 | 0.471 | 85.9 | 42.04 | |
| GReaTModel Category=LLM-based2026.04 | 0.471 | — | — |