Trajectory Generation on Xi'an
9.28DensityGP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GP2023.04 | 9.28 | 10.13 | 21.64 | 23.3 | |
| Diff-scatter2023.04 | 6.93 | 7.62 | — | — | |
| RP2023.04 | 5.43 | 7.44 | 20.67 | 38.1 | |
| Diff-wo/UNetArchitecture=without Traj-UNet2023.04 | 3.64 | 8.32 | 3.96 | 36.7 | |
| VAE2023.04 | 2.37 | 6.08 | 4.97 | 53.1 | |
| TrajGAN2023.04 | 2.2 | 5.12 | 3.86 | 56.5 | |
| Diffwave2023.04 | 2.13 | 3.43 | 3.21 | 57.4 | |
| DP-TrajGAN2023.04 | 2.07 | 4.98 | 4.36 | 66.4 | |
| Diff-LSTM2023.04 | 1.42 | 1.95 | 2.59 | 70.6 | |
| DiffTraj-wo/ConConditional=false2023.04 | 1.38 | 2.09 | 3.57 | 69.2 | |
| DiffTrajConditional=true2023.04 | 1.26 | 1.65 | 2.03 | 76.4 |