ResearchTasksSinging Accompaniment GenerationSinging Accompaniment GenerationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedIn-domainRandSong7.354CE Score8Mar 24, 2026MUSDB18 (test)MIDI-SAG (w/o ground truth vocal MIDI)59.5APA3May 6, 2026MUSDB18FastSAG6.517CE3Mar 24, 2026