ResearchBenchmarksPose-guided Video Generation on UVCBench FirstFrameFollow66.66Aesthetic QualityVACE64.673665.189365.70566.2207Dec 7, 2025Evaluation ResultsMethodMethodLinksAesthetic QualityBackground ConsistencyDynamic DegreeImaging QualityMotion SmoothnessSubject ConsistencyNormalized AverageVACEBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=1002025.1266.6695.914066.9998.9494.777.19VDOTBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=42025.1266.2696.23068.6399.0894.2275.73VACEBase Model=LTX-0.9B, #...Base Model=LTX-0.9B, #NFE=802025.1264.7596.291563.999.1394.6372.28