Synthetic Data Generation on Adult
0.9949C2STTABSYN
Evaluation Results
| Method | Links | |
|---|---|---|
| TABSYNC2ST Classifier=Logistic Regression, Note=Our reproduction2026.05 | 0.9949 | |
| TabDDPMC2ST Classifier=Logistic Regression2026.05 | 0.9755 | |
| TABKDEC2ST Classifier=Logistic Regression, Data Split=Zhang et al. (2024)2026.05 | 0.9219 | |
| RANDCORETABKDEC2ST Classifier=Logistic Regression, Data Split=Zhang et al. (2024)2026.05 | 0.9215 | |
| SMOTEC2ST Classifier=Logistic Regression, Note=Our reproduction2026.05 | 0.9212 | |
| COPULADIFFC2ST Classifier=Logistic Regression2026.05 | 0.8557 | |
| CORETABKDEC2ST Classifier=Logistic Regression, Data Split=Zhang et al. (2024)2026.05 | 0.8254 | |
| VAETABKDEC2ST Classifier=Logistic Regression2026.05 | 0.7483 | |
| GReaTC2ST Classifier=Logistic Regression2026.05 | 0.5376 | |
| CoDiC2ST Classifier=Logistic Regression2026.05 | 0.2077 |