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Flow-conditioned Video Generation on UVCBench

63.86Aesthetic QualityFLATTEN
55.134457.399759.66561.9303Dec 7, 2025

Evaluation results

MethodLinks
FLATTENBase Model=SD-2.1, #NFE=1002025.1263.8696.686053.2896.3593.3977.263.052.893.313.08
VACEBase Model=Wan-14B, #NFE=1002025.1262.7895.787558.0197.7792.7580.354.394.44.554.45
VDOTBase Model=Wan-14B, #NFE=42025.1262.7896.367059.2298.8493.9380.184.454.524.574.51
VACEBase Model=LTX-0.9B, #NFE=802025.1255.4795.976557.5197.6292.977.412.562.432.932.64