Модель MVSep Drums представлена в 3 вариантах основанных на архитектурах: HTDemucs4, MelRoformer и SCNet. Модель производит качественное разделение музыки на барабанную партию и все остальное. Метрики качества доступны в таблице ниже.
| Название алгоритма | Multisong dataset | MDX23 Leaderboard |
|
| SDR Drums | SDR Other | SDR Drums | |
| HTDemucs4 | 12.04 | 16.56 | --- |
| MelBand Roformer | 12.76 | 17.28 | --- |
| SCNet Large | 13.01 | 17.53 | --- |
| SCNet XL | 13.42 | 18.00 | |
| MelBand + SCNet XL Ensemble | 13.78 | 18.31 | --- |
Detailed statistics on Multisong dataset:
| Model | Drums fullness | Drums bleedless | Drums SDR | Drums L1Freq | Other fullness | Other bleedless | Other SDR | Other L1Freq |
| HTDemucs4 | 15.36 | 25.00 | 12.04 | 37.47 | 33.03 | 37.22 | 16.56 | 38.37 |
| MelBand Roformer | 14.16 | 42.12 | 12.76 | 40.80 | 33.97 | 47.24 | 17.28 | 42.02 |
| SCNet Large | 14.91 | 28.23 | 13.01 | 38.04 | 35.39 | 35.03 | 17.53 | 39.36 |
| SCNet XL | 21.21 | 24.47 | 13.42 | 40.30 | 38.56 | 38.32 | 18.00 | 40.35 |
| MelBand + SCNet XL Ensemble | 19.66 | 30.23 | 13.78 | 41.74 | 38.09 | 42.90 | 18.31 | 42.00 |
