| []() | | 11.99 | 13.32 | 12.91 | 9.01 | 12.72 | BS-RoFormer (L=12, OA) | |
| []() | | 9.80 | 11.31 | 9.49 | 7.73 | 10.66 | BS-RoFormer (L=6, OA) | |
| SCNet: Sparse Compression Network for Music Source Separation | ✓ Link | 9.69 | 9.49 | 10.98 | 7.44 | 10.86 | SCNet-large | 2024-01-24 |
| Hybrid Transformers for Music Source Separation | ✓ Link | 9.20 | 10.47 | 10.83 | 6.41 | 9.37 | Sparse HT Demucs (fine tuned) | 2022-11-15 |
| Hybrid Transformers for Music Source Separation | ✓ Link | 9.00 | 10.39 | 10.08 | 6.32 | 9.20 | Hybrid Transformer Demucs (f.t.) | 2022-11-15 |
| SCNet: Sparse Compression Network for Music Source Separation | ✓ Link | 9.00 | 8.82 | 10.51 | 6.76 | 9.89 | SCNet | 2024-01-24 |
| Music Source Separation with Band-split RNN | ✓ Link | 8.97 | 8.16 | 10.15 | 7.08 | 10.47 | Band-Split RNN (semi-sup.) | 2022-09-30 |
| Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3 | ✓ Link | 8.34 | 8.45 | 8.44 | 6.86 | 9.59 | TFC-TDF-UNet (v3) | 2023-06-15 |
| Music Source Separation with Band-split RNN | ✓ Link | 8.24 | 7.22 | 9.01 | 6.70 | 10.01 | Band-Split RNN | 2022-09-30 |
| Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET) | ✓ Link | 8.15 | 7.55 | 7.82 | 7.02 | 10.21 | Dual-Path TFC-TDF UNet (DTTNet) | 2023-09-15 |
| Hybrid Spectrogram and Waveform Source Separation | ✓ Link | 7.68 | 8.76 | 8.24 | 5.59 | 8.13 | Hybrid Demucs | 2021-11-05 |
| KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing | ✓ Link | 7.47 | 7.83 | 7.20 | 5.90 | 8.97 | KUIELab-MDX-Net | 2021-11-24 |
| CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet | ✓ Link | 6.77 | 5.93 | 6.38 | 5.84 | 8.92 | CWS-PResUNet | 2021-12-09 |
| Transfer Learning with Jukebox for Music Source Separation | ✓ Link | 4.188 | 4.073 | 4.925 | 2.695 | 5.06 | Unmix | 2021-11-28 |