ResearchTasksSinging EvaluationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedSingMOS-Pro (test)Whisper + MG-LoRA0.483Spearman Rho6Jun 26, 2026SwaraLyrics (test)MusicJudge0.683Spearman Correlation (rho)6Jun 26, 2026