ResearchBenchmarksScribble-to-Video Generation on VACE-BenchmarkScribble-to-Video Generation on VACE-BenchmarkFollow59.44Aesthetic QualityVACE53.584855.104956.62558.1451Dec 7, 2025Evaluation resultsMethodMethodLinksAesthetic QualityBackground ConsistencyDynamic DegreeImaging QualityMotion SmoothnessSubject ConsistencyNormalized AverageVACEBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=1002025.1259.4496.495067.0198.4695.4477.8VDOTBase Model=Wan-14B, #N...Base Model=Wan-14B, #NFE=42025.1257.9996.755069.1698.695.7978.05VACEBase Model=LTX-0.9B, #...Base Model=LTX-0.9B, #NFE=802025.1253.8196.574566.0599.2195.2375.98