Music Generation

Benchmarks

Dataset Name	SOTA Method	Metric
Bilingual (Chinese/English) music 20 styles (test)		CE7.71	11	4d ago
MusicCaps	MELFUSION	FAD1.12	11	4d ago
HeartBeats Benchmark Chinese		CE7.66	10	4d ago
HeartBeats Benchmark English		CE Score7.73	10	4d ago
MusicCaps (test)	MELFUSION	FAD1.12	10	4d ago
DSD100 (test)		SMOS Mixture4.7778	9	4d ago
FMACaps	AudioLDM2	FD19.99	9	4d ago
TestB	Tango	FD24.6	9	4d ago
TestA	Tango	Frechet Distance25.38	9	4d ago
Song Describer Dataset	U-Net	FAD1.01	9	4d ago
MusicCaps (full)	MR-FLOWDPO-1B	Aes8.26	8	4d ago
HeartBeats Korean 1.0 (test)		CE Score7.62	8	4d ago
HeartBeats Spanish		CE7.71	7	4d ago
MeLBench (test)	MELFUSION	FAD1.05	7	4d ago
Lakh MIDI (LMD) (test)	Transformer-XL	Perplexity (1024 context)1.64	7	4d ago
Subjective Evaluation		Overall MOS76.08	5	4d ago
Jamendo Subjective 25s Clips official (test)	MusicGen-small	Consistency3.73	5	4d ago
Song Describer Dataset (test)	MusicGen-large-stereo	FDopenl3190.47	5	4d ago
MusicCaps 2023 (test)	Noise2Music	FADVGG2.134	5	4d ago
Music Generation Subjective Evaluation	Museformer	Preference Rate46	5	4d ago
Subjective Evaluation Set		Overlap (Po)4	5	4d ago
SongEval (test)		Coherence3.6	4	4d ago
MusicCaps 25s-long clips	Prefix SiMBA/Diffusion	FD (OpenL3)85.2023	4	4d ago
MusicCaps 10s-long clips	Prefix SiMBA/Diffusion	FD (OpenL3)74.4559	4	4d ago
Song Describer Dataset no-singing	Stable Audio 2 (pre-trained)	FDopenl378.7	4	4d ago

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