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Trajectory Generation on XiAn

0.0056Density JSTrajFlow
-0.0055360.0696320.14480.219968Mar 16, 2026

Evaluation results

MethodLinks
TrajFlowTrajectory Harmonization (RDP)=excluded, Object Detection (OD)=excluded2026.030.00561.1110.02790.4010.8051.6110.0120.01920.0443
DiffTrajsetup=baseline2026.030.0071.1540.02840.4940.7731.750.01320.01930.0466
TrajFlowObject Detection (OD)=excluded, Flow Matching=excluded2026.030.08192.3540.08332.1151.3878.1620.1190.04480.395
TrajFlowObject Detection (OD)=excluded2026.030.0822.5650.08422.0091.538.4880.1160.04530.395
TrajFlowTrajectory Harmonization (RDP)=excluded2026.030.27840.8590.54934.01315.54775.4450.380.2590.875
TrajFlowTrajectory Harmonization (RDP)=excluded, Flow Matching=excluded2026.030.27840.3280.55533.24715.59275.5240.3820.2570.872
TrajFlowsetup=Full2026.030.28443.4570.56435.3916.94879.5860.3790.2770.897
TrajFlowFlow Matching=excluded2026.030.28443.5720.56735.94117.25979.9850.3790.2760.895