Synthetic data generation downstream utility evaluation on CKD dataset
56.5Predictive ScoreTimeDiff
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeDiff2025.11 | 56.5 | 54 | |
| DP Normalizing Flows2025.11 | 49.7 | 64.8 | |
| SeriesGAN2025.11 | 44.8 | 53.5 | |
| TransFusion2025.11 | 39.5 | 45 | |
| Augmented TimeGAN2025.11 | 38.1 | 61.5 | |
| DP-TimeGAN2025.11 | 37 | 54.9 | |
| Real Data2025.11 | 28.9 | 73 |