TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/LDF(ours)

LDF(ours)

Reported on 10 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision10 results

  • Saliency DetectiononHKU-IS
    MAE· 2020-08-25
    0.027
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononECSSD
    max_F1· 2020-08-25
    0.95
    best: 0.963 (SelfReformer-Swin)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononPASCAL-S
    E-measure· 2020-08-25
    0.865
    best: 0.942 (FOCUS)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononPASCAL-S
    MAE· 2020-08-25
    0.059
    best: 0.036 (FOCUS)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononPASCAL-S
    S-measure· 2020-08-25
    0.856
    best: 0.898 (FOCUS)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononPASCAL-S
    max_F1· 2020-08-25
    0.874
    best: 0.896 (SelfReformer-Swin)
    SOTA
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Saliency DetectiononDUT-OMRON
    MAE· 2020-08-25
    0.051
    best: 0.0414 (Pyramid Feature Attention)
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononECSSD
    E-measure· 2020-08-25
    0.924
    best: 0.971 (FOCUS)
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononECSSD
    MAE· 2020-08-25
    0.033
    best: 0.018 (FOCUS)
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048
  • Salient Object DetectiononECSSD
    S-measure· 2020-08-25
    0.924
    best: 0.95 (SAM2-UNet)
    Label Decoupling Framework for Salient Object DetectionarXiv:2008.11048