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2D Classification
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MUSDB18-HQ
2D Classification on MUSDB18-HQ
Metric: SDR (others) (higher is better)
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SDR (others) (best first)
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Model name (A→Z)
#
Model
↕
SDR (others)
▼
Augmentations
Paper
Date
↕
Code
1
BS-RoFormer (L=12, OA)
9.01
Yes
-
-
-
2
BS-RoFormer (L=6, OA)
7.73
No
-
-
-
3
SCNet-large
7.44
No
SCNet: Sparse Compression Network for Music Sour...
2024-01-24
Code
4
Band-Split RNN (semi-sup.)
7.08
Yes
Music Source Separation with Band-split RNN
2022-09-30
Code
5
Dual-Path TFC-TDF UNet (DTTNet)
7.02
No
Music Source Separation Based on a Lightweight D...
2023-09-15
Code
6
TFC-TDF-UNet (v3)
6.86
No
Sound Demixing Challenge 2023 Music Demixing Tra...
2023-06-15
Code
7
SCNet
6.76
No
SCNet: Sparse Compression Network for Music Sour...
2024-01-24
Code
8
Band-Split RNN
6.7
No
Music Source Separation with Band-split RNN
2022-09-30
Code
9
Sparse HT Demucs (fine tuned)
6.41
Yes
Hybrid Transformers for Music Source Separation
2022-11-15
Code
10
Hybrid Transformer Demucs (f.t.)
6.32
Yes
Hybrid Transformers for Music Source Separation
2022-11-15
Code
11
KUIELab-MDX-Net
5.9
No
KUIELab-MDX-Net: A Two-Stream Neural Network for...
2021-11-24
Code
12
CWS-PResUNet
5.84
No
CWS-PResUNet: Music Source Separation with Chann...
2021-12-09
Code
13
Hybrid Demucs
5.59
No
Hybrid Spectrogram and Waveform Source Separation
2021-11-05
Code
14
Unmix
2.695
No
Transfer Learning with Jukebox for Music Source ...
2021-11-28
Code
#1
BS-RoFormer (L=12, OA)
9.01
SDR (others)
· Augmentations
No paper
#2
BS-RoFormer (L=6, OA)
7.73
SDR (others)
No paper
#3
SCNet-large
SOTA
7.44
SDR (others)
· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation
Code
#4
Band-Split RNN (semi-sup.)
SOTA
7.08
SDR (others)
· Augmentations
· 2022-09-30
Music Source Separation with Band-split RNN
Code
#5
Dual-Path TFC-TDF UNet (DTTNet)
7.02
SDR (others)
· 2023-09-15
Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET)
Code
#6
TFC-TDF-UNet (v3)
6.86
SDR (others)
· 2023-06-15
Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3
Code
#7
SCNet
6.76
SDR (others)
· 2024-01-24
SCNet: Sparse Compression Network for Music Source Separation
Code
#8
Band-Split RNN
6.7
SDR (others)
· 2022-09-30
Music Source Separation with Band-split RNN
Code
#9
Sparse HT Demucs (fine tuned)
6.41
SDR (others)
· Augmentations
· 2022-11-15
Hybrid Transformers for Music Source Separation
Code
#10
Hybrid Transformer Demucs (f.t.)
6.32
SDR (others)
· Augmentations
· 2022-11-15
Hybrid Transformers for Music Source Separation
Code
#11
KUIELab-MDX-Net
SOTA
5.9
SDR (others)
· 2021-11-24
KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing
Code
#12
CWS-PResUNet
5.84
SDR (others)
· 2021-12-09
CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet
Code
#13
Hybrid Demucs
SOTA
5.59
SDR (others)
· 2021-11-05
Hybrid Spectrogram and Waveform Source Separation
Code
#14
Unmix
2.695
SDR (others)
· 2021-11-28
Transfer Learning with Jukebox for Music Source Separation
Code