Music Source Separation on MUSDB18

Metric: SDR (drums) (higher is better)

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#	Model↕	SDR (drums)▼	Extra Data	Paper	Date↕	Code
1	Sparse HT Demucs (fine tuned)	10.83	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
2	Band-Split RNN (semi-sup.)	10.15	Yes	Music Source Separation with Band-split RNN	2022-09-30	Code
3	Hybrid Transformer Demucs (f.t.)	10.08	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
4	Band-Split RNN	8.58	No	Music Source Separation with Band-split RNN	2022-09-30	Code
5	Hybrid Demucs	8.58	No	Hybrid Spectrogram and Waveform Source Separation	2021-11-05	Code
6	TFC-TDF-UNet (v3)	8.44	No	Sound Demixing Challenge 2023 Music Demixing Tra...	2023-06-15	Code
7	Attentive-MultiResUNet	7.63	No	-	-	Code
8	DEMUCS (extra)	7.58	Yes	Music Source Separation in the Waveform Domain	2019-11-27	Code
9	D3Net	7.36	Yes	D3Net: Densely connected multidilated DenseNet f...	2020-10-05	Code
10	KUIELab-MDX-Net	7.33	No	KUIELab-MDX-Net: A Two-Stream Neural Network for...	2021-11-24	Code
11	CDE-HTCN	7.33	No	-	-	-
12	UMXL	7.148	Yes	-	-	Code
13	Conv-TasNet (extra)	7.11	Yes	Conv-TasNet: Surpassing Ideal Time-Frequency Mag...	2018-09-20	Code
14	DLMNet	7.05	No	-	-	-
15	D3Net	7.01	No	D3Net: Densely connected multidilated DenseNet f...	2020-10-05	Code
16	DEMUCS	6.86	No	Music Source Separation in the Waveform Domain	2019-11-27	Code
17	TAK2	6.81	Yes	-	-	Code
18	Spleeter (MWF)	6.71	Yes	-	-	Code
19	Sams-Net	6.63	No	Sams-Net: A Sliced Attention-based Neural Networ...	2019-09-12	Code
20	X-UMX	6.47	No	All for One and One for All: Improving Music Sep...	2020-10-08	Code
21	CWS-PResUNet	6.38	No	CWS-PResUNet: Music Source Separation with Chann...	2021-12-09	Code
22	Conv-TasNet	6.08	No	Conv-TasNet: Surpassing Ideal Time-Frequency Mag...	2018-09-20	Code
23	Meta-TasNet	5.91	No	Meta-learning Extractors for Music Source Separa...	2020-02-17	Code
24	UMX	5.73	No	-	-	Code
25	LaSAFT+GPoCM	5.68	No	LaSAFT: Latent Source Attentive Frequency Transf...	2020-10-22	Code
26	Wavenet	4.6	No	End-to-end music source separation: is it possib...	2018-10-29	Code
27	STL2	4.22	No	Wave-U-Net: A Multi-Scale Neural Network for End...	2018-06-08	Code