Synthetic Data Generation Utility on Average of 5 Tabular Datasets
79.7Synthetic ScoreTVAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TVAEClassifier=XGBoost, Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 79.7 | 8.66 | |
| NPGCClassifier=XGBoost, Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 73.9 | 16.99 | |
| PGCClassifier=XGBoost, Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 67.5 | 17.04 | |
| Copula-GANClassifier=XGBoost, Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 64.7 | 22.8 | |
| CTGANClassifier=XGBoost, Protocol=Train-on-Synthetic, Test-on-Real (TSTR)2026.04 | 61.9 | 25.73 |