Tabular Data Synthesis on Heart Failure
100Utility (F1)DISCO-TAB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DISCO-TABEvaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 100 | 1.27 | |
| CTAB-GAN+Augmented Lagrangian Method=false2026.06 | 94 | 0.31 | |
| CTAB-GAN+-ALMAugmented Lagrangian Method=true2026.06 | 86 | 0.42 | |
| RTFAugmented Lagrangian Method=false2026.06 | 85 | 0.39 | |
| RTF-ALMAugmented Lagrangian Method=true2026.06 | 84 | 0.33 | |
| TabDDPMEvaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 66.5 | 4,830.6 | |
| MostlyAIEvaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 59.8 | 895 |