Synthetic Population Generation on Census and OD Fused
0.867Distance ScoreJoint GAN + IGP
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Joint GAN + IGPregularization=Integrated Gradient Penalty (IGP)2026.02 | 0.867 | 0.946 | 0.859 | 0.83 | 0.92 | 0.881 | 50.41 | 81.32 | 62.24 | |
| Joint GANregularization=None2026.02 | 0.855 | 0.932 | 0.841 | 0.807 | 0.87 | 0.869 | 40.39 | 80.92 | 53.78 | |
| Simple GAN2026.02 | 0.837 | 0.93 | 0.823 | 0.818 | 0.809 | 0.846 | 33.45 | 65.75 | 44.34 |