Table 2.
JS divergences of the distributions of the CPC scores. For each model, we report the JS divergence between mixed set and test set (column ) and the JS divergence between synthetic set and test set (column ). The last four -like columns represent the improvement of MoGAN compared to the Gravity model on the mixed and the synthetic sets (columns and ) and the improvement of MoGAN compared to the Radiation model on the mixed and synthetic sets (columns and )
| Data | MoGAN | Gravity | Radiation | Rel. Improvement | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 0.06 | 0.08 | 0.46 | 0.15 | 0.72 | 0.12 | 86% | 49% | 91% | 37% | |
| 0.09 | 0.11 | 0.53 | 0.14 | 0.83 | 0.15 | 83% | 22% | 89% | 29% | |
| 0.14 | 0.16 | 0.29 | 0.25 | 0.56 | 0.26 | 51% | 35% | 75% | 38% | |
| 0.08 | 0.09 | 0.39 | 0.11 | 0.79 | 0.13 | 80% | 21% | 90% | 30% | |