Music Source Separation on MUSDB18-HQ

Metric: SDR (drums) (higher is better)

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#	Model↕	SDR (drums)▼	Extra Data	Paper	Date↕	Code
1	BS-RoFormer (L=12, OA)	12.91	Yes	-	-	-
2	SCNet-large	10.98	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
3	Sparse HT Demucs (fine tuned)	10.83	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
4	SCNet	10.51	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
5	Band-Split RNN (semi-sup.)	10.15	Yes	Music Source Separation with Band-split RNN	2022-09-30	Code
6	Hybrid Transformer Demucs (f.t.)	10.08	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
7	BS-RoFormer (L=6, OA)	9.49	No	-	-	-
8	Band-Split RNN	9.01	No	Music Source Separation with Band-split RNN	2022-09-30	Code
9	TFC-TDF-UNet (v3)	8.44	No	Sound Demixing Challenge 2023 Music Demixing Tra...	2023-06-15	Code
10	Hybrid Demucs	8.24	No	Hybrid Spectrogram and Waveform Source Separation	2021-11-05	Code
11	Dual-Path TFC-TDF UNet (DTTNet)	7.82	No	Music Source Separation Based on a Lightweight D...	2023-09-15	Code
12	KUIELab-MDX-Net	7.2	No	KUIELab-MDX-Net: A Two-Stream Neural Network for...	2021-11-24	Code
13	CWS-PResUNet	6.38	No	CWS-PResUNet: Music Source Separation with Chann...	2021-12-09	Code
14	Unmix	4.925	No	Transfer Learning with Jukebox for Music Source ...	2021-11-28	Code

#1BS-RoFormer (L=12, OA)
12.91
SDR (drums)· Extra Data
No paper
#2SCNet-largeSOTA
10.98
SDR (drums)· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation Code
#3Sparse HT Demucs (fine tuned)SOTA
10.83
SDR (drums)· Extra Data· 2022-11-15
Hybrid Transformers for Music Source Separation Code
#4SCNet
10.51
SDR (drums)· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation Code
#5Band-Split RNN (semi-sup.)SOTA
10.15
SDR (drums)· Extra Data· 2022-09-30
Music Source Separation with Band-split RNN Code
#6Hybrid Transformer Demucs (f.t.)
10.08
SDR (drums)· Extra Data· 2022-11-15
Hybrid Transformers for Music Source Separation Code
#7BS-RoFormer (L=6, OA)
9.49
SDR (drums)
No paper
#8Band-Split RNN
9.01
SDR (drums)· 2022-09-30
Music Source Separation with Band-split RNN Code
#9TFC-TDF-UNet (v3)
8.44
SDR (drums)· 2023-06-15
Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3 Code
#10Hybrid DemucsSOTA
8.24
SDR (drums)· 2021-11-05
Hybrid Spectrogram and Waveform Source Separation Code
#11Dual-Path TFC-TDF UNet (DTTNet)
7.82
SDR (drums)· 2023-09-15
Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET)Code
#12KUIELab-MDX-Net
7.2
SDR (drums)· 2021-11-24
KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing Code
#13CWS-PResUNet
6.38
SDR (drums)· 2021-12-09
CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet Code
#14Unmix
4.925
SDR (drums)· 2021-11-28
Transfer Learning with Jukebox for Music Source Separation Code