Synthetic Tabular Data Generation on Shoppers
0.9699C2STTABSYN
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TABSYNC2ST Classifier=Logistic Regression, Note=Our reproduction2026.05 | 0.9699 | — | — | — | — | — | — | |
| TABKDEC2ST Classifier=Logistic Regression, Data Split=Zhang et al. (2024)2026.05 | 0.9161 | — | — | — | — | — | — | |
| SMOTEC2ST Classifier=Logistic Regression, Note=Our reproduction2026.05 | 0.9107 | — | — | — | — | — | — | |
| RANDCORETABKDEC2ST Classifier=Logistic Regression, Data Split=Zhang et al. (2024)2026.05 | 0.8757 | — | — | — | — | — | — | |
| COPULADIFFC2ST Classifier=Logistic Regression2026.05 | 0.8665 | — | — | — | — | — | — | |
| CORETABKDEC2ST Classifier=Logistic Regression, Data Split=Zhang et al. (2024)2026.05 | 0.8462 | — | — | — | — | — | — | |
| TabDDPMC2ST Classifier=Logistic Regression2026.05 | 0.8349 | — | — | — | — | — | — | |
| VAETABKDEC2ST Classifier=Logistic Regression2026.05 | 0.7242 | — | — | — | — | — | — | |
| GReaTC2ST Classifier=Logistic Regression2026.05 | 0.4285 | — | — | — | — | — | — | |
| CoDiC2ST Classifier=Logistic Regression2026.05 | 0.2784 | — | — | — | — | — | — |