Tabular Synthetic Data Generation on Adult
16.64Memory RatioCTGAN
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CTGANDynamicCut=true2025.05 | 16.64 | 23.25 | 88.23 | 74.41 | 23.52 | 81.08 | 83.26 | 61.72 | 48.14 | |
| CTGANDynamicCut=false2025.05 | 21.68 | — | 88.64 | 78.15 | 26.27 | 82.43 | 82.83 | 63.64 | 49.14 | |
| TVAEDynamicCut=true2025.05 | 25.93 | 15.76 | 88.25 | 87.8 | 30.57 | 83.54 | 78.71 | 55.64 | 45.96 | |
| TabDDPMDynamicCut=true2025.05 | 26.8 | 13.58 | 90.81 | 97.45 | 45.54 | 95.68 | 93.62 | 86.84 | 50.42 | |
| TVAEDynamicCut=false2025.05 | 30.78 | — | 88.61 | 92.34 | 29.9 | 82.71 | 79.06 | 48.67 | 48.76 | |
| TabDDPMDynamicCut=false2025.05 | 31.01 | — | 91.09 | 93.58 | 51.52 | 98.84 | 97.78 | 94.63 | 51.56 |