Tabular Synthesis on SMK
72.34AccuracyReal (TRTR)
Evaluation results
| Method | Links | |
|---|---|---|
| Real (TRTR)Classifier=Logistic Regression, Synthesis Type=Reference2026.06 | 72.34 | |
| BSTabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 72.08 | |
| SMOTEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 68.44 | |
| TabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 68.32 | |
| TVAEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 66.76 | |
| ForestDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 62.14 | |
| BinaryDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 61.13 | |
| CTAB-GAN+Classifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 56.46 | |
| CTAB-GANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 55.32 | |
| CTGANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 54.55 | |
| TabDDPMClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 54.01 |