Music Source Separation on MUSDB18-HQ

Metric: SDR (others) (higher is better)

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#	Model↕	SDR (others)▼	Extra Data	Paper	Date↕	Code
1	BS-RoFormer (L=12, OA)	9.01	Yes	-	-	-
2	BS-RoFormer (L=6, OA)	7.73	No	-	-	-
3	SCNet-large	7.44	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
4	Band-Split RNN (semi-sup.)	7.08	Yes	Music Source Separation with Band-split RNN	2022-09-30	Code
5	Dual-Path TFC-TDF UNet (DTTNet)	7.02	No	Music Source Separation Based on a Lightweight D...	2023-09-15	Code
6	TFC-TDF-UNet (v3)	6.86	No	Sound Demixing Challenge 2023 Music Demixing Tra...	2023-06-15	Code
7	SCNet	6.76	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
8	Band-Split RNN	6.7	No	Music Source Separation with Band-split RNN	2022-09-30	Code
9	Sparse HT Demucs (fine tuned)	6.41	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
10	Hybrid Transformer Demucs (f.t.)	6.32	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
11	KUIELab-MDX-Net	5.9	No	KUIELab-MDX-Net: A Two-Stream Neural Network for...	2021-11-24	Code
12	CWS-PResUNet	5.84	No	CWS-PResUNet: Music Source Separation with Chann...	2021-12-09	Code
13	Hybrid Demucs	5.59	No	Hybrid Spectrogram and Waveform Source Separation	2021-11-05	Code
14	Unmix	2.695	No	Transfer Learning with Jukebox for Music Source ...	2021-11-28	Code

#1BS-RoFormer (L=12, OA)
9.01
SDR (others)· Extra Data
No paper
#2BS-RoFormer (L=6, OA)
7.73
SDR (others)
No paper
#3SCNet-largeSOTA
7.44
SDR (others)· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation Code
#4Band-Split RNN (semi-sup.)SOTA
7.08
SDR (others)· Extra Data· 2022-09-30
Music Source Separation with Band-split RNN Code
#5Dual-Path TFC-TDF UNet (DTTNet)
7.02
SDR (others)· 2023-09-15
Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET)Code
#6TFC-TDF-UNet (v3)
6.86
SDR (others)· 2023-06-15
Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3 Code
#7SCNet
6.76
SDR (others)· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation Code
#8Band-Split RNN
6.7
SDR (others)· 2022-09-30
Music Source Separation with Band-split RNN Code
#9Sparse HT Demucs (fine tuned)
6.41
SDR (others)· Extra Data· 2022-11-15
Hybrid Transformers for Music Source Separation Code
#10Hybrid Transformer Demucs (f.t.)
6.32
SDR (others)· Extra Data· 2022-11-15
Hybrid Transformers for Music Source Separation Code
#11KUIELab-MDX-NetSOTA
5.9
SDR (others)· 2021-11-24
KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing Code
#12CWS-PResUNet
5.84
SDR (others)· 2021-12-09
CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet Code
#13Hybrid DemucsSOTA
5.59
SDR (others)· 2021-11-05
Hybrid Spectrogram and Waveform Source Separation Code
#14Unmix
2.695
SDR (others)· 2021-11-28
Transfer Learning with Jukebox for Music Source Separation Code