Tabular Synthesis on GLI
89.88AccuracyReal (TRTR)
Evaluation results
| Method | Links | |
|---|---|---|
| Real (TRTR)Classifier=Logistic Regression, Synthesis Type=Reference2026.06 | 89.88 | |
| BSTabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 82.35 | |
| TVAEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 79.23 | |
| TabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 76.48 | |
| SMOTEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 76.47 | |
| ForestDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 72.34 | |
| BinaryDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 70.71 | |
| TabDDPMClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 65.88 | |
| CTAB-GANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 60.3 | |
| CTAB-GAN+Classifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 58.74 | |
| CTGANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 30.59 |