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Models/CPD

CPD

Reported on 46 benchmarks across 8 tasks · 1 paper · 46 SOTA

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

Methodology28 results

  • 3DonISTD
    Balanced Error Rate· 2019-04-18
    6.76
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 3DonUCF
    Balanced Error Rate· 2019-04-18
    7.21
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 3DonSBU / SBU-Refine
    Balanced Error Rate· 2019-04-18
    4.19
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 3DonCOD
    MAE· 2019-04-18
    0.059
    best: 0.013 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 3DonCOD
    S-Measure· 2019-04-18
    0.747
    best: 0.913 (BiRefNet)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 3DonCOD
    Weighted F-Measure· 2019-04-18
    0.508
    best: 0.883 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 3DonPCOD_1200
    S-Measure· 2019-04-18
    0.855
    best: 0.922 (CMX)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D ClassificationonISTD
    Balanced Error Rate· 2019-04-18
    6.76
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D ClassificationonUCF
    Balanced Error Rate· 2019-04-18
    7.21
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D ClassificationonSBU / SBU-Refine
    Balanced Error Rate· 2019-04-18
    4.19
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D ClassificationonCOD
    MAE· 2019-04-18
    0.059
    best: 0.013 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D ClassificationonCOD
    S-Measure· 2019-04-18
    0.747
    best: 0.913 (BiRefNet)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D ClassificationonCOD
    Weighted F-Measure· 2019-04-18
    0.508
    best: 0.883 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D ClassificationonPCOD_1200
    S-Measure· 2019-04-18
    0.855
    best: 0.922 (CMX)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D Object DetectiononISTD
    Balanced Error Rate· 2019-04-18
    6.76
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D Object DetectiononUCF
    Balanced Error Rate· 2019-04-18
    7.21
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D Object DetectiononSBU / SBU-Refine
    Balanced Error Rate· 2019-04-18
    4.19
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D Object DetectiononCOD
    MAE· 2019-04-18
    0.059
    best: 0.013 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D Object DetectiononCOD
    S-Measure· 2019-04-18
    0.747
    best: 0.913 (BiRefNet)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D Object DetectiononCOD
    Weighted F-Measure· 2019-04-18
    0.508
    best: 0.883 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 2D Object DetectiononPCOD_1200
    S-Measure· 2019-04-18
    0.855
    best: 0.922 (CMX)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 16konISTD
    Balanced Error Rate· 2019-04-18
    6.76
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 16konUCF
    Balanced Error Rate· 2019-04-18
    7.21
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 16konSBU / SBU-Refine
    Balanced Error Rate· 2019-04-18
    4.19
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 16konCOD
    MAE· 2019-04-18
    0.059
    best: 0.013 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 16konCOD
    S-Measure· 2019-04-18
    0.747
    best: 0.913 (BiRefNet)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 16konCOD
    Weighted F-Measure· 2019-04-18
    0.508
    best: 0.883 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • 16konPCOD_1200
    S-Measure· 2019-04-18
    0.855
    best: 0.922 (CMX)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739

Computer Vision18 results

  • Object DetectiononISTD
    Balanced Error Rate· 2019-04-18
    6.76
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object DetectiononUCF
    Balanced Error Rate· 2019-04-18
    7.21
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object DetectiononSBU / SBU-Refine
    Balanced Error Rate· 2019-04-18
    4.19
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object DetectiononCOD
    MAE· 2019-04-18
    0.059
    best: 0.013 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object DetectiononCOD
    S-Measure· 2019-04-18
    0.747
    best: 0.913 (BiRefNet)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object DetectiononCOD
    Weighted F-Measure· 2019-04-18
    0.508
    best: 0.883 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object DetectiononPCOD_1200
    S-Measure· 2019-04-18
    0.855
    best: 0.922 (CMX)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • RGB Salient Object DetectiononISTD
    Balanced Error Rate· 2019-04-18
    6.76
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • RGB Salient Object DetectiononUCF
    Balanced Error Rate· 2019-04-18
    7.21
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • RGB Salient Object DetectiononSBU / SBU-Refine
    Balanced Error Rate· 2019-04-18
    4.19
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Camouflaged Object SegmentationonCOD
    MAE· 2019-04-18
    0.059
    best: 0.013 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Camouflaged Object SegmentationonCOD
    S-Measure· 2019-04-18
    0.747
    best: 0.913 (BiRefNet)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Camouflaged Object SegmentationonCOD
    Weighted F-Measure· 2019-04-18
    0.508
    best: 0.883 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Camouflaged Object SegmentationonPCOD_1200
    S-Measure· 2019-04-18
    0.855
    best: 0.922 (CMX)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object SegmentationonCOD
    MAE· 2019-04-18
    0.059
    best: 0.013 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object SegmentationonCOD
    S-Measure· 2019-04-18
    0.747
    best: 0.913 (BiRefNet)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object SegmentationonCOD
    Weighted F-Measure· 2019-04-18
    0.508
    best: 0.883 (FOCUS)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739
  • Object SegmentationonPCOD_1200
    S-Measure· 2019-04-18
    0.855
    best: 0.922 (CMX)
    SOTA
    Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionarXiv:1904.08739