ResearchBenchmarksGrey-guided Video Generation on UVCBench ReferenceFollow72Aesthetic QualityVACE57.481661.250865.0268.7892Dec 7, 2025Evaluation ResultsMethodMethodLinksAesthetic QualityBackground ConsistencyDynamic DegreeImaging QualityMotion SmoothnessSubject ConsistencyNormalized AverageVACEBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=1002025.127297.63064.4398.7597.4576.7VDOTBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=42025.1271.9897.663064.5298.8197.4876.74VACEBase Model=LTX-0.9B, #...Base Model=LTX-0.9B, #NFE=802025.1258.0495.462560.9199.0695.6872.35