Audio Source Separation on MUSIC (test)
11.61SDRDAVIS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DAVISVenue=ACCV’24, Generation=false, Modality-Agnostic=false2026.04 | 11.61 | 18.36 | 14.7 | |
| iQueryVenue=CVPR’23, Generation=false, Modality-Agnostic=false2026.04 | 11.17 | 15.84 | 14.27 | |
| CCoLVenue=CVPR’21, Generation=false, Modality-Agnostic=false2026.04 | 7.74 | 13.22 | 11.54 | |
| CO-SEPARATIONTraining data=Multi-Source (solo + duet)2019.04 | 7.64 | 13.8 | 11.3 | |
| CO-SEPARATIONTraining data=Single-Source (solo)2019.04 | 7.38 | 13.7 | 10.8 | |
| Sound-of-PixelsTraining data=Single-Source (solo)2019.04 | 7.3 | 11.9 | 11.9 | |
| MAGEVenue=Ours, Generation=true, Modality-Agnostic=true2026.04 | 6.67 | 17.99 | 7.88 | |
| Co-SeparationVenue=ICCV’19, Generation=false, Modality-Agnostic=false2026.04 | 6.54 | 11.37 | 9.46 | |
| Sound-of-PixelsTraining data=Multi-Source (solo + duet)2019.04 | 6.05 | 9.81 | 12.4 | |
| Sound-of-PixelsVenue=ECCV’18, Generation=false, Modality-Agnostic=false2026.04 | 4.23 | 9.39 | 9.85 | |
| AV-Mix-and-SeparateTraining data=Multi-Source (solo + duet)2019.04 | 3.23 | 7.01 | 9.14 | |
| AV-Mix-and-SeparateTraining data=Single-Source (solo)2019.04 | 3.16 | 6.74 | 8.89 | |
| NMF-MFCCTraining data=Single-Source (solo)2019.04 | 0.92 | 5.68 | 6.84 | |
| NMF-MFCCTraining data=Multi-Source (solo + duet)2019.04 | 0.92 | 5.68 | 6.84 | |
| NMF-MFCCVenue=DAFx’09, Generation=false, Modality-Agnostic=false2026.04 | 0.92 | 5.68 | 6.84 | |
| SAM Audio*Venue=arXiv’25, Generation=true, Modality-Agnostic=true2026.04 | -23.4 | -0.54 | -19.03 |