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/SelfReformer-Swin

SelfReformer-Swin

Reported on 20 benchmarks across 1 task · 1 paper · 19 SOTA

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

Computer Vision20 results

  • Salient Object DetectiononECSSD
    E-measure· 2022-05-23
    0.935
    best: 0.971 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononECSSD
    MAE· 2022-05-23
    0.025
    best: 0.018 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononECSSD
    S-measure· 2022-05-23
    0.941
    best: 0.95 (SAM2-UNet)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononECSSD
    max_F1· 2022-05-23
    0.963
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUT-OMRON
    MAE· 2022-05-23
    0.043
    best: 0.039 (SAM2-UNet)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUT-OMRON
    S-measure· 2022-05-23
    0.859
    best: 0.884 (SAM2-UNet)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUT-OMRON
    max_F1· 2022-05-23
    0.838
    best: 0.857 (EVPv2)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUTS-TE
    E-measure· 2022-05-23
    0.924
    best: 0.965 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUTS-TE
    MAE· 2022-05-23
    0.024
    best: 0.019 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUTS-TE
    Smeasure· 2022-05-23
    0.921
    best: 0.934 (SAM2-UNet)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUTS-TE
    max_F1· 2022-05-23
    0.925
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononHKU-IS
    E-measure· 2022-05-23
    0.961
    best: 0.974 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononHKU-IS
    MAE· 2022-05-23
    0.023
    best: 0.018 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononHKU-IS
    S-measure· 2022-05-23
    0.934
    best: 0.941 (SAM2-UNet)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononHKU-IS
    max_F1· 2022-05-23
    0.952
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononPASCAL-S
    E-measure· 2022-05-23
    0.874
    best: 0.942 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononPASCAL-S
    MAE· 2022-05-23
    0.049
    best: 0.036 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononPASCAL-S
    S-measure· 2022-05-23
    0.877
    best: 0.898 (FOCUS)
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononPASCAL-S
    max_F1· 2022-05-23
    0.896
    SOTA
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283
  • Salient Object DetectiononDUT-OMRON
    E-measure· 2022-05-23
    0.884
    best: 0.912 (SAM2-UNet)
    SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionarXiv:2205.11283