2D Classification on MUSDB18

Metric: SDR (avg) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	SDR (avg)▼	Augmentations	Paper	Date↕	Code
1	Sparse HT Demucs (fine tuned)	9.2	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
2	Hybrid Transformer Demucs (f.t.)	9	Yes	Hybrid Transformers for Music Source Separation	2022-11-15	Code
3	Band-Split RNN (semi-sup.)	8.97	Yes	Music Source Separation with Band-split RNN	2022-09-30	Code
4	TFC-TDF-UNet (v3)	8.34	No	Sound Demixing Challenge 2023 Music Demixing Tra...	2023-06-15	Code
5	Band-Split RNN	8.23	No	Music Source Separation with Band-split RNN	2022-09-30	Code
6	Hybrid Demucs	7.72	No	Hybrid Spectrogram and Waveform Source Separation	2021-11-05	Code
7	KUIELab-MDX-Net	7.54	No	KUIELab-MDX-Net: A Two-Stream Neural Network for...	2021-11-24	Code
8	CDE-HTCN	6.89	No	-	-	-
9	Attentive-MultiResUNet	6.81	No	-	-	Code
10	DEMUCS (extra)	6.79	Yes	Music Source Separation in the Waveform Domain	2019-11-27	Code
11	CWS-PResUNet	6.77	No	CWS-PResUNet: Music Source Separation with Chann...	2021-12-09	Code
12	D3Net	6.68	Yes	D3Net: Densely connected multidilated DenseNet f...	2020-10-05	Code
13	DLMNet	6.47	No	-	-	-
14	Conv-TasNet (extra)	6.32	Yes	Conv-TasNet: Surpassing Ideal Time-Frequency Mag...	2018-09-20	Code
15	UMXL	6.316	Yes	-	-	Code
16	DEMUCS	6.28	No	Music Source Separation in the Waveform Domain	2019-11-27	Code
17	TAK2	6.04	Yes	-	-	Code
18	D3Net	6.01	No	D3Net: Densely connected multidilated DenseNet f...	2020-10-05	Code
19	Spleeter (MWF)	5.91	Yes	-	-	Code
20	LaSAFT+GPoCM	5.88	No	LaSAFT: Latent Source Attentive Frequency Transf...	2020-10-22	Code
21	X-UMX	5.79	No	All for One and One for All: Improving Music Sep...	2020-10-08	Code
22	Conv-TasNet	5.73	No	Conv-TasNet: Surpassing Ideal Time-Frequency Mag...	2018-09-20	Code
23	Sams-Net	5.65	No	Sams-Net: A Sliced Attention-based Neural Networ...	2019-09-12	Code
24	Meta-TasNet	5.52	No	Meta-learning Extractors for Music Source Separa...	2020-02-17	Code
25	UMX	5.33	No	-	-	Code
26	Wavenet	3.5	No	End-to-end music source separation: is it possib...	2018-10-29	Code
27	STL2	3.23	No	Wave-U-Net: A Multi-Scale Neural Network for End...	2018-06-08	Code