ResearchBenchmarksVideo Generation on MOT17Video Generation on MOT17Follow21.59PSNRTrajLoc16.057217.493618.9320.3664Jul 1, 2026Evaluation resultsMethodMethodLinksPSNRLPIPSFVDEPETrajLocBackbone=CogVBackbone=CogV2026.0721.590.26553.922.37TrajLocBackbone=Wan 14BBackbone=Wan 14B2026.0719.940.27751.462.17MagicMotionBackbone=CogVBackbone=CogV2026.0719.880.30756.133.38ToraBackbone=CogVBackbone=CogV2026.0717.760.4113.92.7ATIBackbone=Wan 14BBackbone=Wan 14B2026.0717.050.41665.354.28Wan-MoveBackbone=Wan 14BBackbone=Wan 14B2026.0716.270.40560.23.41