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Models/Unmix

Unmix

Reported on 10 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Music5 results

  • Music Source SeparationonMUSDB18-HQ
    SDR (avg)· 2021-11-28
    4.188
    best: 11.99 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • Music Source SeparationonMUSDB18-HQ
    SDR (bass)· 2021-11-28
    4.073
    best: 13.32 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • Music Source SeparationonMUSDB18-HQ
    SDR (drums)· 2021-11-28
    4.925
    best: 12.91 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • Music Source SeparationonMUSDB18-HQ
    SDR (others)· 2021-11-28
    2.695
    best: 9.01 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • Music Source SeparationonMUSDB18-HQ
    SDR (vocals)· 2021-11-28
    5.06
    best: 12.72 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200

Methodology5 results

  • 2D ClassificationonMUSDB18-HQ
    SDR (avg)· 2021-11-28
    4.188
    best: 11.99 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • 2D ClassificationonMUSDB18-HQ
    SDR (bass)· 2021-11-28
    4.073
    best: 13.32 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • 2D ClassificationonMUSDB18-HQ
    SDR (drums)· 2021-11-28
    4.925
    best: 12.91 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • 2D ClassificationonMUSDB18-HQ
    SDR (others)· 2021-11-28
    2.695
    best: 9.01 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200
  • 2D ClassificationonMUSDB18-HQ
    SDR (vocals)· 2021-11-28
    5.06
    best: 12.72 (BS-RoFormer (L=12, OA))
    Transfer Learning with Jukebox for Music Source SeparationarXiv:2111.14200