Tabular Data Generation on Magic (Shape, Trend)
17.51Shape FidelityQwen2.5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5Scale=14B, Protocol=ICL2026.02 | 17.51 | 18.11 | |
| GReaT2026.02 | 16.16 | 10.23 | |
| Qwen2.5Scale=7B, Protocol=ICL2026.02 | 13.41 | 20.62 | |
| CoDi2026.02 | 11.56 | 6.53 | |
| CTGAN2026.02 | 9.81 | 7 | |
| TVAE2026.02 | 8.25 | 5.82 | |
| DiffLM2026.02 | 7.53 | — | |
| Qwen2.5Scale=7B, Protocol=SFT2026.02 | 7.53 | 14.45 | |
| STaSy2026.02 | 6.29 | 6.61 | |
| LLaDAScale=8B, Protocol=SFT2026.02 | 5.6 | 13.71 | |
| TABDLM2026.02 | 2.93 | 2.85 | |
| GOGGLE2026.02 | 1.9 | 9.47 | |
| TabSyn2026.02 | 1.03 | 0.88 | |
| TabDDPM2026.02 | 1.01 | 1.7 | |
| TabDiff2026.02 | 0.78 | 0.76 | |
| TabNAT2026.02 | 0.62 | 1.37 |