Tabular Synthetic Data Generation on Shoppers
31.37Memory RatioTabDDPM
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TabDDPMDynamicCut=false2025.05 | 31.37 | — | 92.17 | 93.16 | 52.57 | 97.08 | 92.92 | 86.74 | 51.36 | |
| TabDDPMDynamicCut=true2025.05 | 29.41 | 6.66 | 91.08 | 91.88 | 52.74 | 93.56 | 89.4 | 80.12 | 51.87 | |
| TVAEDynamicCut=false2025.05 | 23.17 | — | 86.65 | 50.32 | 11.16 | 74.75 | 77.56 | 21.29 | 43.31 | |
| TVAEDynamicCut=true2025.05 | 22.65 | 2.24 | 86.93 | 50.61 | 12.49 | 74.66 | 79.14 | 21.38 | 47.61 | |
| CTGANDynamicCut=false2025.05 | 19.8 | — | 83.22 | 85.26 | 26.67 | 77.73 | 86.48 | 67.18 | 48.54 | |
| CTGANDynamicCut=true2025.05 | 19.64 | 0.81 | 83.71 | 89.13 | 27.73 | 77.78 | 86.93 | 69.31 | 48.55 |