| Band-Split RNN (semi-sup.) | 8.97 | 8.16 | 10.15 | 7.08 | 10.47 | Music Source Separation with Band-split RNN | |
| Dual-Path TFC-TDF UNet (DTTNet) | 8.15 | 7.55 | 7.82 | 7.02 | 10.21 | Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET) | |
| Hybrid Transformer Demucs (f.t.) | 9.00 | 10.39 | 10.08 | 6.32 | 9.20 | Hybrid Transformers for Music Source Separation | |
| Sparse HT Demucs (fine tuned) | 9.20 | 10.47 | 10.83 | 6.41 | 9.37 | Hybrid Transformers for Music Source Separation | |
| Hybrid Demucs | 7.68 | 8.76 | 8.24 | 5.59 | 8.13 | Hybrid Spectrogram and Waveform Source Separation | |
| Band-Split RNN | 8.24 | 7.22 | 9.01 | 6.70 | 10.01 | Music Source Separation with Band-split RNN | |