ResearchBenchmarksInstruction-following Song Generation on Song Generation Instruction-following (test)Instruction-following Song Generation on Song Generation Instruction-following (test)Follow47Global MulanDiffR+28.2833.143842.86Oct 21, 2025Evaluation resultsMethodMethodLinksGlobal MulanGender BiasAge BiasDiffR+2025.104737.554SegTuneTraining=SFTTraining=SFT2025.104796.6757SegTuneTraining=DPOTraining=DPO2025.104680.9551ACE-Step2025.103578.1256LeVo2025.103290.650YuE2025.102980.6544