Synthetic Data Generation on cpu activity
12.05Running TimetabDDPM
Evaluation results
| Method | Links | |
|---|---|---|
| tabDDPMTraining steps=5000, Number of synthetic samples=25002026.05 | 12.05 | |
| CTABGAN+Training steps=2000, Number of synthetic samples=25002026.05 | 21.48 | |
| DiffICLNumber of synthetic samples=2500, Pre-training time=excluded2026.05 | 41.37 | |
| TVAETraining steps=2000, Number of synthetic samples=25002026.05 | 46.61 | |
| CTGANTraining steps=2000, Number of synthetic samples=25002026.05 | 57.1 | |
| TabSYNTraining steps=2000, Number of synthetic samples=25002026.05 | 104.4 | |
| TabDiffTraining steps=2000, Number of synthetic samples=25002026.05 | 113.96 | |
| GReaTTraining steps=2000, Number of synthetic samples=2500, Guided sampling=True2026.05 | 16,537.65 |