Tabular Synthesis on LNG
96.54AccuracyReal (TRTR)
Evaluation results
| Method | Links | |
|---|---|---|
| Real (TRTR)Classifier=Logistic Regression, Synthesis Type=Reference2026.06 | 96.54 | |
| BSTabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 95.96 | |
| TabDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 88.64 | |
| SMOTEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 87.03 | |
| TVAEClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 82.27 | |
| ForestDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 76.17 | |
| BinaryDiffClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 73.76 | |
| CTAB-GAN+Classifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 70.72 | |
| CTAB-GANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 69.36 | |
| CTGANClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 68.47 | |
| TabDDPMClassifier=Logistic Regression, Synthesis Type=MLE-based2026.06 | 68.47 |