Music Generation on MusicCaps
1.12FADMELFUSION
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MELFUSION2024.06 | 1.12 | 0.89 | — | — | 22.65 | |
| QA-MDTParams=675M, Hours=12.5k2024.05 | 1.65 | 1.31 | 2.8 | 0.35 | — | |
| TANGOFine-tuned=true2024.06 | 1.96 | 1.17 | — | — | 23.31 | |
| Jen-1Params=746M, Hours=5.0k2024.05 | 2 | 1.29 | — | 0.33 | — | |
| U-NetParams=1.0B, Hours=12.5k2024.05 | 2.03 | 1.51 | 2.41 | 0.33 | — | |
| AudioLDMFine-tuned=true2024.06 | 2.29 | 1.29 | — | — | 24.07 | |
| AudioLDM 2 - FullParams=712M, Hours=17.9k2024.05 | 3.13 | 1.2 | — | — | — | |
| MusicGenParams=1.5B, Hours=20k2024.05 | 3.8 | 1.22 | — | 0.31 | — | |
| MusicLMParams=1290M, Hours=280k2024.05 | 4 | — | — | — | — | |
| AudioLDM 2 - MusicParams=712M, Hours=10.8k, re-inferred=true2024.05 | 4.04 | 1.46 | 2.67 | 0.34 | — | |
| MousaiParams=1042M, Hours=2.5k2024.05 | 7.5 | 1.59 | — | 0.23 | — | |
| AnyGPT2024.02 | — | — | — | 0.14 | — | |
| Mousai2024.02 | — | — | — | 0.23 | — | |
| Riffusion2024.02 | — | — | — | 0.19 | — |