ResearchBenchmarksTrajectory-conditioned Video Generation on MoVi-ExtendedTrajectory-conditioned Video Generation on MoVi-ExtendedFollow29.77PSNRTrajLoc19.328422.039224.7527.4608Jul 1, 2026Evaluation resultsMethodMethodLinksPSNRLPIPSFVDEPETrajLocBackbone=CogVBackbone=CogV2026.0729.770.10814.980.53TrajLocBackbone=Wan 14BBackbone=Wan 14B2026.0729.240.13123.390.57ToraBackbone=CogVBackbone=CogV2026.0720.870.33650.911.5ATIBackbone=Wan 14BBackbone=Wan 14B2026.0720.330.35537.52.01MagicMotionBackbone=CogVBackbone=CogV2026.0719.790.29344.671.92Wan-MoveBackbone=Wan 14BBackbone=Wan 14B2026.0719.730.33140.382.18