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Models/LDF

LDF

Reported on 8 benchmarks across 1 task · 1 paper · 7 SOTA

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

Computer Vision8 results

  • Salient Object DetectiononDUT-OMRON
    E-measure· 2020-08-25
    0.873
    best: 0.912 (SAM2-UNet)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononDUT-OMRON
    MAE· 2020-08-25
    0.051
    best: 0.039 (SAM2-UNet)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononDUT-OMRON
    max_F1· 2020-08-25
    0.819
    best: 0.857 (EVPv2)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononHKU-IS
    E-measure· 2020-08-25
    0.953
    best: 0.974 (FOCUS)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononHKU-IS
    MAE· 2020-08-25
    0.027
    best: 0.018 (FOCUS)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononHKU-IS
    S-measure· 2020-08-25
    0.919
    best: 0.941 (SAM2-UNet)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononHKU-IS
    max_F1· 2020-08-25
    0.939
    best: 0.952 (SelfReformer-Swin)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononDUT-OMRON
    S-measure· 2020-08-25
    0.838
    best: 0.884 (SAM2-UNet)
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048