Tabular Data Generation on Default (Shape and Trend)
22.39Shape FidelityQwen2.5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5Scale=7B, Protocol=ICL2026.02 | 22.39 | 31.02 | |
| Qwen2.5Scale=14B, Protocol=ICL2026.02 | 21.52 | 28.72 | |
| GReaT2026.02 | 19.94 | 70.02 | |
| GOGGLE2026.02 | 17.02 | 21.94 | |
| CTGAN2026.02 | 16.83 | 26.95 | |
| CoDi2026.02 | 15.77 | 68.41 | |
| TVAE2026.02 | 10.17 | 19.5 | |
| DiffLM2026.02 | 9.06 | — | |
| STaSy2026.02 | 5.77 | 5.96 | |
| Qwen2.5Scale=7B, Protocol=SFT2026.02 | 2.58 | 16.99 | |
| LLaDAScale=8B, Protocol=SFT2026.02 | 2 | 26.3 | |
| TabDDPM2026.02 | 1.57 | 4.89 | |
| TabDiff2026.02 | 1.24 | 2.55 | |
| TABDLM2026.02 | 1.18 | 2.33 | |
| TabSyn2026.02 | 1.01 | 2.81 | |
| TabNAT2026.02 | 0.8 | 2.21 |