Tabular Data Synthesis on Adult (alpha-Precision, beta-Recall, C2ST)
99.44Alpha PrecisionTabGRAA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TabGRAAModel Type=LLM-based2026.04 | 99.44 | 52.14 | 0.9627 | |
| TabSynModel Type=Diffusion-based2026.04 | 99.39 | 47.92 | 0.991 | |
| TabDiffModel Type=Diffusion-based2026.04 | 99.02 | 51.64 | 0.995 | |
| TVAEModel Type=GAN-based2026.04 | 98.17 | 38.87 | 0.6315 | |
| TabDDPMModel Type=Diffusion-based2026.04 | 96.39 | 47.05 | 0.9755 | |
| CTGANModel Type=GAN-based2026.04 | 77.74 | 30.8 | 0.5949 | |
| GReaTModel Type=LLM-based2026.04 | 55.79 | 49.12 | 0.5376 |