Music Source Separation on MUSDB18
11.31SDR (Bass)BS RoFormer
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BS RoFormer2024.12 | 11.31 | — | — | — | — | — | 9.49 | 7.73 | 10.66 | 9.8 | |
| BS-RF + CDT (Inference steps)=2, sigma_max=0.003, Model variant=CD2024.12 | 10.24 | 15.99 | 16.56 | 12.81 | 17.5 | 15.71 | 12.17 | 8.24 | 10.95 | 10.4 | |
| BS-RF + CDT (Inference steps)=1, sigma_max=0.004, Model variant=CD2024.12 | 10.2 | 15.92 | 16.53 | 12.83 | 17.54 | 15.71 | 12.15 | 8.27 | 11.02 | 10.41 | |
| BS-RF + Diff.T (Inference steps)=3, sigma_max=0.002, Model variant=Diffusion2024.12 | 10.12 | 15.73 | 16.45 | 12.75 | 17.38 | 15.58 | 12.1 | 8.21 | 10.94 | 10.34 | |
| BS-RF Det. ×2Model variant=Deterministic, Multi-model architecture=x22024.12 | 9.32 | 14.9 | 15.74 | 12.42 | 16.99 | 15.01 | 11.37 | 7.96 | 10.54 | 9.8 | |
| BS-RF Det.Model variant=Deterministic2024.12 | 9.25 | 14.93 | 15.95 | 12.47 | 17.05 | 15.1 | 11.57 | 7.99 | 10.55 | 9.84 | |
| HT Demucs2024.12 | 8.48 | — | — | — | — | — | 7.94 | 5.72 | 7.93 | 7.52 | |
| Hybrid Demucs2024.12 | 8.43 | — | — | — | — | — | 8.12 | 5.65 | 8.35 | 7.64 | |
| BS RNN2024.12 | 7.22 | — | — | — | — | — | 9.01 | 6.7 | 10.01 | 8.24 | |
| Demucss=102024.12 | 7.01 | 11.12 | 10.93 | 8.68 | 12.01 | 10.69 | 6.86 | 4.42 | 6.84 | 6.28 | |
| Demucs + MSGs=10, MSG=true2024.12 | 6.07 | 10.23 | 8.79 | — | 11.34 | 10.12 | 5.78 | — | 6.48 | 6.11 |