Trajectory Generation on Blogwatcher Japan nationwide (test)
0.227Density JSTrajFlow
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TrajFlow2026.03 | 0.227 | 10.977 | 0.192 | 18.221 | 3.984 | 55.964 | 0.361 | 0.072 | 1.119 | |
| TrajFlow-w/o-RDPRDP Preprocessing=excluded2026.03 | 0.2734 | 24.69 | 0.4 | 27.928 | 9.047 | 92.641 | 0.511 | 0.156 | 1.699 | |
| TrajFlow-w/o RDP & ODOrigin-Destination Info=excluded, RDP Preprocessing=excluded2026.03 | 0.4865 | 105.011 | 1.662 | 89.509 | 53.549 | 280.092 | 1.38 | 0.87 | 3.802 | |
| TrajFlow-w/o-ODOrigin-Destination Info=excluded2026.03 | 0.4888 | 100.271 | 1.522 | 75.774 | 50.877 | 216.168 | 1.177 | 0.774 | 3.145 | |
| TrajVAE2026.03 | 0.5228 | 135.377 | — | 236.143 | 28.394 | 577.139 | 3.884 | 0.435 | 9.919 | |
| TrajGAN2026.03 | 0.5278 | 403.282 | 6.653 | 999.21 | 79.556 | 2,853.557 | 17.703 | 1.134 | 48.838 | |
| DiffTraj2026.03 | 0.6727 | 451.042 | 5.329 | 635.12 | 157.379 | 1,741.025 | 6.973 | 1.915 | 18.924 |