Controllable Music Generation on FMACaps (full-control variant, test)
68.46TBMustango
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mustangotraining_datasets=MusicBench, pre-trained=false2023.11 | 68.46 | 42 | 24.1 | 50.9 | 36.8 | 37.3 | 23.94 | 35.43 | 49.59 | |
| Mustangotraining_datasets=MusicBench, pre-trained=true2023.11 | 50.56 | 34.75 | 26.2 | 52.2 | 33.9 | 34.7 | 15.21 | 25.48 | 37.5 | |
| Tangotraining_datasets=MusicBench, pre-trained=true2023.11 | 39.31 | 38.5 | 22.8 | 45.6 | 30.6 | 31.7 | 7.55 | 14.72 | 22.35 | |
| Tangotraining_datasets=MusicBench, pre-trained=false2023.11 | 32.21 | 34.25 | 25.5 | 51 | 38.1 | 38.4 | 6.6 | 13.45 | 21.18 | |
| MusicGen-Mtraining_datasets=-, pre-trained=false2023.11 | 26.76 | 45 | 42.7 | 63.5 | 23.5 | 24.3 | 6.38 | 10.6 | 16.24 | |
| MusicGen-Straining_datasets=-, pre-trained=false2023.11 | 21.74 | 36.75 | 45 | 61.9 | 19.9 | 21.1 | 3.62 | 6.49 | 10.99 | |
| Tangotraining_datasets=MusicCaps, pre-trained=true2023.11 | 13.99 | 36.75 | 24.2 | 48.6 | 5.9 | 8.6 | 1.17 | 2.74 | 5.17 | |
| Tangotraining_datasets=MusicCaps, pre-trained=false2023.11 | 11.13 | 41 | 22.5 | 49.6 | 3.6 | 8.6 | 0.64 | 1.43 | 4.03 | |
| AudioLDM2training_datasets=-, pre-trained=false2023.11 | 10.55 | 39.75 | 24.2 | 48.7 | 5.9 | 9.9 | 1.06 | 1.96 | 3.27 |