2D Classification on MUSDB18-HQ

Metric: SDR (vocals) (higher is better)

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#	Model↕	SDR (vocals)▼	Augmentations	Paper	Date↕	Code
1	BS-RoFormer (L=12, OA)	12.72	Yes	-	-	-
2	SCNet-large	10.86	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
3	BS-RoFormer (L=6, OA)	10.66	No	-	-	-
4	Band-Split RNN (semi-sup.)	10.47	Yes	Music Source Separation with Band-split RNN	2022-09-30	Code
5	Dual-Path TFC-TDF UNet (DTTNet)	10.21	No	Music Source Separation Based on a Lightweight D...	2023-09-15	Code
6	Band-Split RNN	10.01	No	Music Source Separation with Band-split RNN	2022-09-30	Code
7	SCNet	9.89	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
8	TFC-TDF-UNet (v3)	9.59	No	Sound Demixing Challenge 2023 Music Demixing Tra...	2023-06-15	Code
9	Sparse HT Demucs (fine tuned)	9.37	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
10	Hybrid Transformer Demucs (f.t.)	9.2	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
11	KUIELab-MDX-Net	8.97	No	KUIELab-MDX-Net: A Two-Stream Neural Network for...	2021-11-24	Code
12	CWS-PResUNet	8.92	No	CWS-PResUNet: Music Source Separation with Chann...	2021-12-09	Code
13	Hybrid Demucs	8.13	No	Hybrid Spectrogram and Waveform Source Separation	2021-11-05	Code
14	Unmix	5.06	No	Transfer Learning with Jukebox for Music Source ...	2021-11-28	Code

#1BS-RoFormer (L=12, OA)
12.72
SDR (vocals)· Augmentations
No paper
#2SCNet-largeSOTA
10.86
SDR (vocals)· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation Code
#3BS-RoFormer (L=6, OA)
10.66
SDR (vocals)
No paper
#4Band-Split RNN (semi-sup.)SOTA
10.47
SDR (vocals)· Augmentations· 2022-09-30
Music Source Separation with Band-split RNN Code
#5Dual-Path TFC-TDF UNet (DTTNet)
10.21
SDR (vocals)· 2023-09-15
Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET)Code
#6Band-Split RNN
10.01
SDR (vocals)· 2022-09-30
Music Source Separation with Band-split RNN Code
#7SCNet
9.89
SDR (vocals)· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation Code
#8TFC-TDF-UNet (v3)
9.59
SDR (vocals)· 2023-06-15
Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3 Code
#9Sparse HT Demucs (fine tuned)
9.37
SDR (vocals)· Augmentations· 2022-11-15
Hybrid Transformers for Music Source Separation Code
#10Hybrid Transformer Demucs (f.t.)
9.2
SDR (vocals)· Augmentations· 2022-11-15
Hybrid Transformers for Music Source Separation Code
#11KUIELab-MDX-NetSOTA
8.97
SDR (vocals)· 2021-11-24
KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing Code
#12CWS-PResUNet
8.92
SDR (vocals)· 2021-12-09
CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet Code
#13Hybrid DemucsSOTA
8.13
SDR (vocals)· 2021-11-05
Hybrid Spectrogram and Waveform Source Separation Code
#14Unmix
5.06
SDR (vocals)· 2021-11-28
Transfer Learning with Jukebox for Music Source Separation Code