Music Generation

Benchmarks

Dataset Name	SOTA Method	Metric
Bilingual (Chinese/English) music 20 styles (test)		CE7.71	11	1mo ago
MusicCaps	MELFUSION	FAD1.12	11	1mo ago
HeartBeats Benchmark Chinese		CE7.66	10	1mo ago
HeartBeats Benchmark English		CE Score7.73	10	1mo ago
MusicCaps (test)	MELFUSION	FAD1.12	10	1mo ago
DSD100 (test)		SMOS Mixture4.7778	9	1mo ago
FMACaps	AudioLDM2	FD19.99	9	1mo ago
TestB	Tango	FD24.6	9	1mo ago
TestA	Tango	Frechet Distance25.38	9	1mo ago
Song Describer Dataset	U-Net	FAD1.01	9	1mo ago
MusicCaps (full)	MR-FLOWDPO-1B	Aes8.26	8	1mo ago
HeartBeats Korean 1.0 (test)		CE Score7.62	8	1mo ago
Music generation 2-minute		MOS3.31	7	11d ago
HeartBeats Spanish		CE7.71	7	1mo ago
MeLBench (test)	MELFUSION	FAD1.05	7	1mo ago
Lakh MIDI (LMD) (test)	Transformer-XL	Perplexity (1024 context)1.64	7	1mo ago
2-minutes unconditional music generation	MT	Pitch Score3.49	6	11d ago
Lakh MIDI Pure Instrumental	SqueezeComposer_x4	CE Score6.4319	5	25d ago
Subjective listening study	SCHmUBERT	Emotional Consistency7.72	5	1mo ago
Subjective Evaluation		Overall MOS76.08	5	1mo ago
Jamendo Subjective 25s Clips official (test)	MusicGen-small	Consistency3.73	5	1mo ago
Song Describer Dataset (test)	MusicGen-large-stereo	FDopenl3190.47	5	1mo ago
MusicCaps 2023 (test)	Noise2Music	FADVGG2.134	5	1mo ago
Music Generation Subjective Evaluation	Museformer	Preference Rate46	5	1mo ago
Subjective Evaluation Set		Overlap (Po)4	5	1mo ago

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