Ансамбль лучших вокальных моделей. Алгоритм даёт максимально возможное качество для вокальной и инструментальной дорожек. Последний ансамбль состоит из вокальных моделей BS Roformer, MelBand Roformer и SCNet XL IHF.
Таблица качества
| Algorithm name | Multisong dataset | Synth dataset | MDX23 Leaderboard | ||
| SDR Vocals | SDR Instrumental | SDR Vocals | SDR Instrumental | SDR Vocals | |
| Ensemble (2023.09) (UVR-MDX-NET-Voc_FT, Demucs4 Vocals 2023, MDX23C, VitLarge23) |
10.44 | 16.74 | 12.76 | 12.46 | 11.17 |
| Ensemble (2024.02) (BS Roformer (v1), MDX23C, VitLarge23) |
10.75 | 17.06 | 12.72 | 12.42 | --- |
| Ensemble (2024.03) (BS Roformer (viperx), MDX23C) |
11.06 | 17.37 | 13.00 | 12.70 | --- |
| Ensemble (2024.04) (BS Roformer (finetuned), MDX23C) |
11.33 | 17.63 | 13.57 | 13.27 | --- |
| Ensemble (2024.08) (BS Roformer (finetuned), MelBand Roformer) |
11.50 | 17.81 | 13.79 | 13.50 | --- |
| Ensemble (2024.12) (BS Roformer (finetuned), MelBand Roformer (ft), SCNet XL) |
11.61 | 17.92 | 14.09 | 13.79 | --- |
| Ensemble (2025.06) (BS Roformer (x2), MelBand Roformer (ft), SCNet XL IHF) |
11.93 | 18.23 | 14.46 | 14.17 | --- |
Детальная статистика на Multisong датасете:
| Model | Vocals fullness | Vocals bleedless | Vocals SDR | Vocals L1Freq | Instrum fullness | Instrum bleedless | Instrum SDR | Instrum L1Freq |
| Ensemble (2025.06) | 17.73 | 36.29 | 11.93 | 39.94 | 28.75 | 47.64 | 18.23 | 40.90 |
| Ensemble High Vocals Fullness (2025.06) | 20.46 | 32.77 | 11.69 | 39.86 | --- | --- | --- | --- |
| Ensemble High Instrumental Fullness (2025.06) | --- | --- | --- | --- | 34.79 | 41.47 | 17.69 | 40.51 |
