Tabular Synthesis on COL
86.13AccuracyReal (TRTR)
Evaluation results
| Method | Links | |
|---|---|---|
| Real (TRTR)Classifier=Logistic Regression, Synthesis Type=Reference2026.06 | 86.13 | |
| BSTabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 83.26 | |
| TabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 79.72 | |
| TVAEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 79.03 | |
| SMOTEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 78.71 | |
| ForestDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 74.65 | |
| BinaryDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 72.16 | |
| TabDDPMClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 69.35 | |
| CTAB-GAN+Classifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 63.38 | |
| CTAB-GANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 62.32 | |
| CTGANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 61.29 |