ResearchBenchmarksImage-to-video Manipulation on Author-collected image-to-video dataset 1.0 (test)Follow0.02OptFlowVeo3+I+Tm-0.0080.1810.370.559Dec 15, 2025Evaluation ResultsMethodMethodLinksOptFlowFVDSFVDCSSIMPSNRLPIPSCLIP-SVeo3+I+Tmbase_model=Veo3.1, pro...base_model=Veo3.1, prompt_format=concat(T, Tm)2025.120.021,597.321,600.050.639.890.520.24PDG2025.120.721,107.991,108.910.8117.580.290.22