Tabular Data Generation on All Default, Shoppers, Adult
13.47Memory Ratio Improvement (%)DCM
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DCMBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 13.47 | 84.22 | 82.13 | 29.01 | 86.59 | 85.05 | 64.86 | 49.53 | |
| TCMBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 8.3 | 83.98 | 81.99 | 30.12 | 87.97 | 85.46 | 64.23 | 49.77 | |
| TCMPBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 7.55 | 83.38 | 81.54 | 29.29 | 86.62 | 84.11 | 64.06 | 49.89 | |
| SMOTEBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 5.94 | 84.13 | 80.07 | 29.48 | 84.71 | 70.64 | 57.85 | 50.36 |