Tabular Data Generation on Default (Comprehensive)
8.78Memory Ratio Improvement (%)DCM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DCMBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 8.78 | 75.11 | 83.06 | 25.4 | 89.92 | 84.3 | 66.81 | 49.24 | |
| TCMPBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 8.13 | 73.24 | 83.72 | 26.15 | 90.66 | 82.52 | 68.3 | 49.99 | |
| TCMBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 5.96 | 74.91 | 84.28 | 25.75 | 90.9 | 83.37 | 68.48 | 50.04 | |
| SMOTEBackbone=TabDDPM, CTGAN, TVAE (average)2025.05 | 4.38 | 74.52 | 79.61 | 26.14 | 89.33 | 46.58 | 60.79 | 49.73 |