| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MusicCaps (evaluation set) | GT-AudioMAE | FAD2.18 | 20 | 1mo ago | |
| MusicCaps | MusicLM | KLD1.01 | 11 | 1mo ago | |
| MusicCaps unbalanced (test) | JEN-1 | FAD2 | 7 | 1mo ago | |
| MusicCaps genre-balanced (test) | JEN-1 | T2M-QLT85.7 | 6 | 1mo ago | |
| MusicBench (test) | Mustango | REL (General)5.18 | 6 | 1mo ago | |
| Human Evaluation | MR-FLOWDPO-400M | Overall Preference Score41.08 | 5 | 1mo ago | |
| Song Describer Dataset (full) | Stable Audio 2.0 | FD_openl372.17 | 5 | 1mo ago | |
| Human Evaluation (Beginners) | OVL4 | 4 | 1mo ago | ||
| Human Evaluation (Experts) | OVL (Overall Likeness)4.2 | 4 | 1mo ago | ||
| MagnaTagATune | Noise2Music | MuLan Similarity (Audio vs GT Text)0.518 | 4 | 1mo ago | |
| AudioSet Music (eval) | Noise2Music | MuLan Similarity (Audio to GT Text)56.3 | 4 | 1mo ago | |
| Noise2Music demo prompts (test) | Noise2Music | Musicality55.5 | 2 | 1mo ago | |
| MusicLM demo prompts (70 samples) (test) | MusicLM | Musicality0.541 | 2 | 1mo ago | |
| MusicCaps (test) | Tango | REL (General Audience)4.09 | 1 | 1mo ago | |
| General Music Generation | - | - | 0 | 1mo ago |
