Synthetic Data Generation on health insurance
32.63Running TimeTVAE
Evaluation results
| Method | Links | |
|---|---|---|
| TVAETraining steps=2000, Number of synthetic samples=25002026.05 | 32.63 | |
| tabDDPMTraining steps=5000, Number of synthetic samples=25002026.05 | 43.27 | |
| DiffICLNumber of synthetic samples=2500, Pre-training time=excluded2026.05 | 69.16 | |
| TabSYNTraining steps=2000, Number of synthetic samples=25002026.05 | 82.56 | |
| TabDiffTraining steps=2000, Number of synthetic samples=25002026.05 | 101.3 | |
| GReaTTraining steps=2000, Number of synthetic samples=25002026.05 | 119.11 | |
| CTABGAN+Training steps=2000, Number of synthetic samples=25002026.05 | 215.16 | |
| CTGANTraining steps=2000, Number of synthetic samples=25002026.05 | 266.32 |