ResearchBenchmarksVideo Generation on MOTSynthVideo Generation on MOTSynthFollow22.34PSNRTrajLoc17.576818.813420.0521.2866Jul 1, 2026Evaluation resultsMethodMethodLinksPSNRLPIPSFVDEPETrajLocBackbone=CogVBackbone=CogV2026.0722.340.23239.72.32TrajLocBackbone=Wan 14BBackbone=Wan 14B2026.0721.390.24441.432.11MagicMotionBackbone=CogVBackbone=CogV2026.0721.170.25843.072.61ToraBackbone=CogVBackbone=CogV2026.0719.20.34670.842.91Wan-MoveBackbone=Wan 14BBackbone=Wan 14B2026.0718.290.35454.293.6ATIBackbone=Wan 14BBackbone=Wan 14B2026.0717.760.39562.328.61