Text-to-Music Generation on MusicCaps

Metric: CLAP_MS (higher is better)

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#	Model↕	CLAP_MS▼	Extra Data	Paper	Date↕	Code
1	ETTA	0.53	No	ETTA: Elucidating the Design Space of Text-to-Au...	2024-12-26	Code
2	Stable Audio Open	0.49	No	Stable Audio Open	2024-07-19	Code
3	AudioLDM2-large	0.47	No	AudioLDM 2: Learning Holistic Audio Generation w...	2023-08-10	Code
4	TANGO-AF	0.43	No	Improving Text-To-Audio Models with Synthetic Ca...	2024-06-18	Code

#1ETTASOTA
0.53
CLAP_MS· 2024-12-26
ETTA: Elucidating the Design Space of Text-to-Audio Models Code
#2Stable Audio OpenSOTA
0.49
CLAP_MS· 2024-07-19
Stable Audio Open Code
#3AudioLDM2-largeSOTA
0.47
CLAP_MS· 2023-08-10
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining Code
#4TANGO-AF
0.43
CLAP_MS· 2024-06-18
Improving Text-To-Audio Models with Synthetic Captions Code