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SotA/Methodology/2D Classification/MUSDB18-HQ

2D Classification on MUSDB18-HQ

Metric: SDR (others) (higher is better)

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#Model↕SDR (others)▼AugmentationsPaperDate↕Code
1BS-RoFormer (L=12, OA)9.01Yes---
2BS-RoFormer (L=6, OA)7.73No---
3SCNet-large7.44NoSCNet: Sparse Compression Network for Music Sour...2024-01-24Code
4Band-Split RNN (semi-sup.)7.08YesMusic Source Separation with Band-split RNN2022-09-30Code
5Dual-Path TFC-TDF UNet (DTTNet)7.02NoMusic Source Separation Based on a Lightweight D...2023-09-15Code
6TFC-TDF-UNet (v3)6.86NoSound Demixing Challenge 2023 Music Demixing Tra...2023-06-15Code
7SCNet6.76NoSCNet: Sparse Compression Network for Music Sour...2024-01-24Code
8Band-Split RNN6.7NoMusic Source Separation with Band-split RNN2022-09-30Code
9Sparse HT Demucs (fine tuned)6.41YesHybrid Transformers for Music Source Separation2022-11-15Code
10Hybrid Transformer Demucs (f.t.)6.32YesHybrid Transformers for Music Source Separation2022-11-15Code
11KUIELab-MDX-Net5.9NoKUIELab-MDX-Net: A Two-Stream Neural Network for...2021-11-24Code
12CWS-PResUNet5.84NoCWS-PResUNet: Music Source Separation with Chann...2021-12-09Code
13Hybrid Demucs5.59NoHybrid Spectrogram and Waveform Source Separation2021-11-05Code
14Unmix2.695NoTransfer Learning with Jukebox for Music Source ...2021-11-28Code