ResearchBenchmarksFlow-to-Video Generation on VACE-BenchmarkFlow-to-Video Generation on VACE-BenchmarkFollow60.44Aesthetic QualityVACE55.156856.528457.959.2716Dec 7, 2025Evaluation resultsMethodMethodLinksAesthetic QualityBackground ConsistencyDynamic DegreeImaging QualityMotion SmoothnessSubject ConsistencyNormalized AverageVACEBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=1002025.1260.4496.097566.9998.4894.7181.95VDOTBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=42025.1260.2495.657570.0298.4294.2682.27VACEBase Model=LTX-0.9B, #...Base Model=LTX-0.9B, #NFE=802025.1255.3695.997564.399.0794.1480.64