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Models/U2-Net+

U2-Net+

Reported on 15 benchmarks across 2 tasks · 1 paper · 13 SOTA

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

Computer Vision15 results

  • Saliency DetectiononDUT-OMRON
    Fwβ· 2020-05-18
    0.731
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononDUT-OMRON
    Sm· 2020-05-18
    0.837
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononDUT-OMRON
    relaxFbβ· 2020-05-18
    0.676
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononDUT-OMRON
    {max}Fβ· 2020-05-18
    0.813
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononHKU-IS
    Fwβ· 2020-05-18
    0.867
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononHKU-IS
    Sm· 2020-05-18
    0.908
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononHKU-IS
    relaxFbβ· 2020-05-18
    0.794
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononHKU-IS
    {max}Fβ· 2020-05-18
    0.928
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Salient Object DetectiononSOD
    Fwβ· 2020-05-18
    0.697
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Salient Object DetectiononSOD
    MAE· 2020-05-18
    0.124
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Salient Object DetectiononSOD
    Sm· 2020-05-18
    0.759
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Salient Object DetectiononSOD
    relaxFbβ· 2020-05-18
    0.559
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Salient Object DetectiononSOD
    {max}Fβ· 2020-05-18
    0.841
    SOTA
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononDUT-OMRON
    MAE· 2020-05-18
    0.06
    best: 0.0414 (Pyramid Feature Attention)
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007
  • Saliency DetectiononHKU-IS
    MAE· 2020-05-18
    0.037
    best: 0.027 (LDF(ours))
    U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object DetectionarXiv:2005.09007