Tabular Synthesis on TOX
94.38AccuracyReal (TRTR)
Evaluation Results
| Method | Links | |
|---|---|---|
| Real (TRTR)Classifier=Logistic Regression, Synthesis Type=Reference2026.06 | 94.38 | |
| BSTabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 87.7 | |
| TabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 86.32 | |
| SMOTEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 84.32 | |
| TVAEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 81.54 | |
| ForestDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 76.12 | |
| BinaryDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 71.69 | |
| CTAB-GAN+Classifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 63.15 | |
| CTAB-GANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 62.14 | |
| TabDDPMClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 59.77 | |
| CTGANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 56.99 |