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Models/PGNet (DUTS, HRSOD)

PGNet (DUTS, HRSOD)

Reported on 72 benchmarks across 6 tasks · 1 paper · 6 SOTA

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

Methodology48 results

  • 3DonUHRSD
    MAE· uses extra data· 2022-04-11
    0.036
    best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
    SOTA
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonUHRSD
    MAE· uses extra data· 2022-04-11
    0.036
    best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
    SOTA
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononUHRSD
    MAE· uses extra data· 2022-04-11
    0.036
    best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
    SOTA
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konUHRSD
    MAE· uses extra data· 2022-04-11
    0.036
    best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
    SOTA
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonDAVIS-S
    F-measure· uses extra data· 2022-04-11
    0.948
    best: 0.98 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonDAVIS-S
    MAE· uses extra data· 2022-04-11
    0.012
    best: 0.006 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonDAVIS-S
    S-measure· uses extra data· 2022-04-11
    0.947
    best: 0.976 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonDAVIS-S
    mBA· uses extra data· 2022-04-11
    0.716
    best: 0.77 (InSPyReNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonUHRSD
    S-Measure· uses extra data· 2022-04-11
    0.912
    best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonUHRSD
    mBA· uses extra data· 2022-04-11
    0.735
    best: 0.812 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonUHRSD
    max F-Measure· uses extra data· 2022-04-11
    0.915
    best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonHRSOD
    MAE· uses extra data· 2022-04-11
    0.02
    best: 0.011 (BiRefNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonHRSOD
    S-Measure· uses extra data· 2022-04-11
    0.935
    best: 0.963 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonHRSOD
    mBA· uses extra data· 2022-04-11
    0.714
    best: 0.771 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 3DonHRSOD
    max F-Measure· uses extra data· 2022-04-11
    0.929
    best: 0.965 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonDAVIS-S
    F-measure· uses extra data· 2022-04-11
    0.948
    best: 0.98 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonDAVIS-S
    MAE· uses extra data· 2022-04-11
    0.012
    best: 0.006 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonDAVIS-S
    S-measure· uses extra data· 2022-04-11
    0.947
    best: 0.976 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonDAVIS-S
    mBA· uses extra data· 2022-04-11
    0.716
    best: 0.77 (InSPyReNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonUHRSD
    S-Measure· uses extra data· 2022-04-11
    0.912
    best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonUHRSD
    mBA· uses extra data· 2022-04-11
    0.735
    best: 0.812 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonUHRSD
    max F-Measure· uses extra data· 2022-04-11
    0.915
    best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonHRSOD
    MAE· uses extra data· 2022-04-11
    0.02
    best: 0.011 (BiRefNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonHRSOD
    S-Measure· uses extra data· 2022-04-11
    0.935
    best: 0.963 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonHRSOD
    mBA· uses extra data· 2022-04-11
    0.714
    best: 0.771 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D ClassificationonHRSOD
    max F-Measure· uses extra data· 2022-04-11
    0.929
    best: 0.965 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononDAVIS-S
    F-measure· uses extra data· 2022-04-11
    0.948
    best: 0.98 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononDAVIS-S
    MAE· uses extra data· 2022-04-11
    0.012
    best: 0.006 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononDAVIS-S
    S-measure· uses extra data· 2022-04-11
    0.947
    best: 0.976 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononDAVIS-S
    mBA· uses extra data· 2022-04-11
    0.716
    best: 0.77 (InSPyReNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononUHRSD
    S-Measure· uses extra data· 2022-04-11
    0.912
    best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononUHRSD
    mBA· uses extra data· 2022-04-11
    0.735
    best: 0.812 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononUHRSD
    max F-Measure· uses extra data· 2022-04-11
    0.915
    best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononHRSOD
    MAE· uses extra data· 2022-04-11
    0.02
    best: 0.011 (BiRefNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononHRSOD
    S-Measure· uses extra data· 2022-04-11
    0.935
    best: 0.963 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononHRSOD
    mBA· uses extra data· 2022-04-11
    0.714
    best: 0.771 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 2D Object DetectiononHRSOD
    max F-Measure· uses extra data· 2022-04-11
    0.929
    best: 0.965 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konDAVIS-S
    F-measure· uses extra data· 2022-04-11
    0.948
    best: 0.98 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konDAVIS-S
    MAE· uses extra data· 2022-04-11
    0.012
    best: 0.006 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konDAVIS-S
    S-measure· uses extra data· 2022-04-11
    0.947
    best: 0.976 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konDAVIS-S
    mBA· uses extra data· 2022-04-11
    0.716
    best: 0.77 (InSPyReNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konUHRSD
    S-Measure· uses extra data· 2022-04-11
    0.912
    best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konUHRSD
    mBA· uses extra data· 2022-04-11
    0.735
    best: 0.812 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konUHRSD
    max F-Measure· uses extra data· 2022-04-11
    0.915
    best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konHRSOD
    MAE· uses extra data· 2022-04-11
    0.02
    best: 0.011 (BiRefNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konHRSOD
    S-Measure· uses extra data· 2022-04-11
    0.935
    best: 0.963 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konHRSOD
    mBA· uses extra data· 2022-04-11
    0.714
    best: 0.771 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • 16konHRSOD
    max F-Measure· uses extra data· 2022-04-11
    0.929
    best: 0.965 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041

Computer Vision24 results

  • Object DetectiononUHRSD
    MAE· uses extra data· 2022-04-11
    0.036
    best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
    SOTA
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononUHRSD
    MAE· uses extra data· 2022-04-11
    0.036
    best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
    SOTA
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononDAVIS-S
    F-measure· uses extra data· 2022-04-11
    0.948
    best: 0.98 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononDAVIS-S
    MAE· uses extra data· 2022-04-11
    0.012
    best: 0.006 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononDAVIS-S
    S-measure· uses extra data· 2022-04-11
    0.947
    best: 0.976 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononDAVIS-S
    mBA· uses extra data· 2022-04-11
    0.716
    best: 0.77 (InSPyReNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononUHRSD
    S-Measure· uses extra data· 2022-04-11
    0.912
    best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononUHRSD
    mBA· uses extra data· 2022-04-11
    0.735
    best: 0.812 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononUHRSD
    max F-Measure· uses extra data· 2022-04-11
    0.915
    best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononHRSOD
    MAE· uses extra data· 2022-04-11
    0.02
    best: 0.011 (BiRefNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononHRSOD
    S-Measure· uses extra data· 2022-04-11
    0.935
    best: 0.963 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononHRSOD
    mBA· uses extra data· 2022-04-11
    0.714
    best: 0.771 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • Object DetectiononHRSOD
    max F-Measure· uses extra data· 2022-04-11
    0.929
    best: 0.965 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononDAVIS-S
    F-measure· uses extra data· 2022-04-11
    0.948
    best: 0.98 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononDAVIS-S
    MAE· uses extra data· 2022-04-11
    0.012
    best: 0.006 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononDAVIS-S
    S-measure· uses extra data· 2022-04-11
    0.947
    best: 0.976 (BiRefNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononDAVIS-S
    mBA· uses extra data· 2022-04-11
    0.716
    best: 0.77 (InSPyReNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononUHRSD
    S-Measure· uses extra data· 2022-04-11
    0.912
    best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononUHRSD
    mBA· uses extra data· 2022-04-11
    0.735
    best: 0.812 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononUHRSD
    max F-Measure· uses extra data· 2022-04-11
    0.915
    best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononHRSOD
    MAE· uses extra data· 2022-04-11
    0.02
    best: 0.011 (BiRefNet (DUTS, HRSOD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononHRSOD
    S-Measure· uses extra data· 2022-04-11
    0.935
    best: 0.963 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononHRSOD
    mBA· uses extra data· 2022-04-11
    0.714
    best: 0.771 (InSPyReNet (HRSOD, UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041
  • RGB Salient Object DetectiononHRSOD
    max F-Measure· uses extra data· 2022-04-11
    0.929
    best: 0.965 (PDFNet (HRSOD,UHRSD))
    Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionarXiv:2204.05041