Privacy Preservation on Purchasing
96.62DCRSMOTE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SMOTEGenerative Category=Interpolation2025.03 | 96.62 | 98.11 | |
| TabDDPMGenerative Category=Latent Space-based2025.03 | 95.02 | 0.27 | |
| TabDDPMModel Category=Latent Space-based2026.05 | 95.02 | 0.27 | |
| GReaTGenerative Category=PLM-based2025.03 | 91.89 | 76.34 | |
| GReaTModel Category=LLM-based2026.05 | 91.89 | 76.34 | |
| CTGANGenerative Category=Latent Space-based2025.03 | 90.67 | 66.92 | |
| CTGANModel Category=Latent Space-based2026.05 | 90.67 | 66.92 | |
| TabSynGenerative Category=Latent Space-based2025.03 | 90.6 | 93.93 | |
| TabSynModel Category=Latent Space-based2026.05 | 90.6 | 93.93 | |
| LLM-TabFlowGenerative Category=Ours2025.03 | 90.43 | 95.38 | |
| TabKGModel Category=Ours2026.05 | 90.43 | 95.38 |