Tabular Synthesis on ARC
86.7AccuracyReal (TRTR)
Evaluation results
| Method | Links | |
|---|---|---|
| Real (TRTR)Classifier=Logistic Regression, Synthesis Type=Reference2026.06 | 86.7 | |
| BSTabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 86.5 | |
| SMOTEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 79.08 | |
| TVAEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 78.12 | |
| TabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 76.72 | |
| ForestDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 70.15 | |
| BinaryDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 69.12 | |
| CTAB-GAN+Classifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 66.46 | |
| TabDDPMClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 65.12 | |
| CTAB-GANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 64.32 | |
| CTGANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 60.5 |