ResearchBenchmarksTrajectory-conditioned Video Generation on PoolTrajectory-conditioned Video Generation on PoolFollow35.64PSNRTrajLoc20.549624.467328.38532.3027Jul 1, 2026Evaluation resultsMethodMethodLinksPSNRLPIPSFVDEPETrajLocBackbone=CogVBackbone=CogV2026.0735.640.0258.790.07TrajLocBackbone=Wan 14BBackbone=Wan 14B2026.0733.070.04931.340.08ToraBackbone=CogVBackbone=CogV2026.0731.10.12850.390.12MagicMotionBackbone=CogVBackbone=CogV2026.0729.520.06818.930.13Wan-MoveBackbone=Wan 14BBackbone=Wan 14B2026.0722.940.19133.980.29ATIBackbone=Wan 14BBackbone=Wan 14B2026.0721.130.30357.780.37