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SotA/Music/Music Source Separation/MUSDB18-HQ

Music Source Separation on MUSDB18-HQ

Metric: SDR (avg) (higher is better)

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#Model↕SDR (avg)▼Extra DataPaperDate↕Code
1BS-RoFormer (L=12, OA)11.99Yes---
2BS-RoFormer (L=6, OA)9.8No---
3SCNet-large9.69NoSCNet: Sparse Compression Network for Music Sour...2024-01-24Code
4Sparse HT Demucs (fine tuned)9.2YesHybrid Transformers for Music Source Separation2022-11-15Code
5Hybrid Transformer Demucs (f.t.)9YesHybrid Transformers for Music Source Separation2022-11-15Code
6SCNet9NoSCNet: Sparse Compression Network for Music Sour...2024-01-24Code
7Band-Split RNN (semi-sup.)8.97YesMusic Source Separation with Band-split RNN2022-09-30Code
8TFC-TDF-UNet (v3)8.34NoSound Demixing Challenge 2023 Music Demixing Tra...2023-06-15Code
9Band-Split RNN8.24NoMusic Source Separation with Band-split RNN2022-09-30Code
10Dual-Path TFC-TDF UNet (DTTNet)8.15NoMusic Source Separation Based on a Lightweight D...2023-09-15Code
11Hybrid Demucs7.68NoHybrid Spectrogram and Waveform Source Separation2021-11-05Code
12KUIELab-MDX-Net7.47NoKUIELab-MDX-Net: A Two-Stream Neural Network for...2021-11-24Code
13CWS-PResUNet6.77NoCWS-PResUNet: Music Source Separation with Chann...2021-12-09Code
14Unmix4.188NoTransfer Learning with Jukebox for Music Source ...2021-11-28Code