From: Generating mobility networks with generative adversarial networks
Data | MoGAN | Gravity | Radiation | Rel. Improvement | ||||||
---|---|---|---|---|---|---|---|---|---|---|
\(JS_{m}\) | \(JS_{s}\) | \(JS_{m}\) | \(JS_{s}\) | \(JS_{m}\) | \(JS_{s}\) | \(\Delta _{m,G}\) | \(\Delta _{s,G}\) | \(\Delta _{m,R}\) | \(\Delta _{s,R}\) | |
\(\mathrm{NYC}_{\mathrm{bike}}\) | 0.06 | 0.08 | 0.46 | 0.15 | 0.72 | 0.12 | 86% | 49% | 91% | 37% |
\(\mathrm{NYC}_{\mathrm{taxi}}\) | 0.09 | 0.11 | 0.53 | 0.14 | 0.83 | 0.15 | 83% | 22% | 89% | 29% |
\(\mathrm{CHI}_{\mathrm{bike}}\) | 0.14 | 0.16 | 0.29 | 0.25 | 0.56 | 0.26 | 51% | 35% | 75% | 38% |
\(\mathrm{CHI}_{\mathrm{taxi}}\) | 0.08 | 0.09 | 0.39 | 0.11 | 0.79 | 0.13 | 80% | 21% | 90% | 30% |