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SongEval

Benchmarks

Task NameDataset NameSOTA ResultTrend
Cover song generationSongEval (test)
CLAP0.2824
5
Aesthetic EvaluationSongEval
Coherence3.941
4
Music GenerationSongEval (test)
Coherence3.6
4
Song aesthetics evaluationSongEval Average (test)
MSE0.266
3
Song aesthetics evaluationSongEval Naturalness (test)
MSE0.259
3
Song aesthetics evaluationSongEval Clarity (test)
MSE0.264
3
Song aesthetics evaluationSongEval Memorability (test)
MSE0.321
3
Song aesthetics evaluationSongEval Coherence (test)
MSE0.243
3
Song aesthetics evaluationSongEval Musicality (test)
MSE0.239
3
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