Tabular Synthesis on AML
98.04AccuracyReal (TRTR)
Evaluation results
| Method | Links | |
|---|---|---|
| Real (TRTR)Classifier=Logistic Regression, Synthesis Type=Reference2026.06 | 98.04 | |
| BSTabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 95.3 | |
| SMOTEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 93.22 | |
| TabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 92.68 | |
| TVAEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 92.67 | |
| ForestDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 80.81 | |
| BinaryDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 78.67 | |
| TabDDPMClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 73.61 | |
| CTAB-GAN+Classifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 71.65 | |
| CTAB-GANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 69.48 | |
| CTGANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 68.89 |