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SotA/Music/Music Source Separation/MUSDB18-HQ

Music Source Separation on MUSDB18-HQ

Metric: SDR (drums) (higher is better)

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#Model↕SDR (drums)▼Extra DataPaperDate↕Code
1BS-RoFormer (L=12, OA)12.91Yes---
2SCNet-large10.98NoSCNet: Sparse Compression Network for Music Sour...2024-01-24Code
3Sparse HT Demucs (fine tuned)10.83YesHybrid Transformers for Music Source Separation2022-11-15Code
4SCNet10.51NoSCNet: Sparse Compression Network for Music Sour...2024-01-24Code
5Band-Split RNN (semi-sup.)10.15YesMusic Source Separation with Band-split RNN2022-09-30Code
6Hybrid Transformer Demucs (f.t.)10.08YesHybrid Transformers for Music Source Separation2022-11-15Code
7BS-RoFormer (L=6, OA)9.49No---
8Band-Split RNN9.01NoMusic Source Separation with Band-split RNN2022-09-30Code
9TFC-TDF-UNet (v3)8.44NoSound Demixing Challenge 2023 Music Demixing Tra...2023-06-15Code
10Hybrid Demucs8.24NoHybrid Spectrogram and Waveform Source Separation2021-11-05Code
11Dual-Path TFC-TDF UNet (DTTNet)7.82NoMusic Source Separation Based on a Lightweight D...2023-09-15Code
12KUIELab-MDX-Net7.2NoKUIELab-MDX-Net: A Two-Stream Neural Network for...2021-11-24Code
13CWS-PResUNet6.38NoCWS-PResUNet: Music Source Separation with Chann...2021-12-09Code
14Unmix4.925NoTransfer Learning with Jukebox for Music Source ...2021-11-28Code