2D Classification on MUSDB18-HQ

Metric: SDR (bass) (higher is better)

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#	Model↕	SDR (bass)▼	Augmentations	Paper	Date↕	Code
1	BS-RoFormer (L=12, OA)	13.32	Yes	-	-	-
2	BS-RoFormer (L=6, OA)	11.31	No	-	-	-
3	Sparse HT Demucs (fine tuned)	10.47	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
4	Hybrid Transformer Demucs (f.t.)	10.39	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
5	SCNet-large	9.49	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
6	SCNet	8.82	No	SCNet: Sparse Compression Network for Music Sour...	2024-01-24	Code
7	Hybrid Demucs	8.76	No	Hybrid Spectrogram and Waveform Source Separation	2021-11-05	Code
8	TFC-TDF-UNet (v3)	8.45	No	Sound Demixing Challenge 2023 Music Demixing Tra...	2023-06-15	Code
9	Band-Split RNN (semi-sup.)	8.16	Yes	Music Source Separation with Band-split RNN	2022-09-30	Code
10	KUIELab-MDX-Net	7.83	No	KUIELab-MDX-Net: A Two-Stream Neural Network for...	2021-11-24	Code
11	Dual-Path TFC-TDF UNet (DTTNet)	7.55	No	Music Source Separation Based on a Lightweight D...	2023-09-15	Code
12	Band-Split RNN	7.22	No	Music Source Separation with Band-split RNN	2022-09-30	Code
13	CWS-PResUNet	5.93	No	CWS-PResUNet: Music Source Separation with Chann...	2021-12-09	Code
14	Unmix	4.073	No	Transfer Learning with Jukebox for Music Source ...	2021-11-28	Code