ResearchBenchmarksUnconditional Music Generation on MuseScore and POP909 30-secondsUnconditional Music Generation on MuseScore and POP909 30-secondsFollow3.26Pitch ScoreCD1.24241.76622.292.8138Apr 7, 2026Evaluation resultsMethodMethodLinksPitch ScoreRhythm ScoreHarmony ScoreMelody ScoreLLM ScoreCD2026.043.262.3691663.37BT2026.043.161.7490552.43ACGAblation=w/o SL & SPAblation=w/o SL & SP2026.042.441.894402.22MT2026.041.951.6694412.25GTDescription=Ground TruthDescription=Ground Truth2026.041.921.4387523.5ACGVariant=FullVariant=Full2026.041.431.6989603.1ACGAblation=w/o SLAblation=w/o SL2026.041.321.7184623.06