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/UCNet-CVAE

UCNet-CVAE

Reported on 128 benchmarks across 6 tasks · 1 paper · 63 SOTA

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

Methodology92 results

  • 3DonECSSD
    MAE· 2020-09-07
    0.035
    best: 0.021 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonECSSD
    S-Measure· 2020-09-07
    0.921
    best: 0.948 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonHKU-IS
    MAE· 2020-09-07
    0.026
    best: 0.019 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonHKU-IS
    S-Measure· 2020-09-07
    0.921
    best: 0.944 (InSPyReNet)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonSOC
    Average MAE· 2020-09-07
    0.089
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonSOC
    S-Measure· 2020-09-07
    0.849
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonSOC
    mean E-Measure· 2020-09-07
    0.872
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDUT-OMRON
    MAE· 2020-09-07
    0.051
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonLFSD
    Average MAE· 2020-09-07
    0.065
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonLFSD
    S-Measure· 2020-09-07
    86.8
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonSIP
    Average MAE· 2020-09-07
    0.045
    best: 0.032 (DFormer-L)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonECSSD
    MAE· 2020-09-07
    0.035
    best: 0.021 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonECSSD
    S-Measure· 2020-09-07
    0.921
    best: 0.948 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonHKU-IS
    MAE· 2020-09-07
    0.026
    best: 0.019 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonHKU-IS
    S-Measure· 2020-09-07
    0.921
    best: 0.944 (InSPyReNet)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonSOC
    Average MAE· 2020-09-07
    0.089
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonSOC
    S-Measure· 2020-09-07
    0.849
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonSOC
    mean E-Measure· 2020-09-07
    0.872
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDUT-OMRON
    MAE· 2020-09-07
    0.051
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonLFSD
    Average MAE· 2020-09-07
    0.065
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonLFSD
    S-Measure· 2020-09-07
    86.8
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonSIP
    Average MAE· 2020-09-07
    0.045
    best: 0.032 (DFormer-L)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononECSSD
    MAE· 2020-09-07
    0.035
    best: 0.021 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononECSSD
    S-Measure· 2020-09-07
    0.921
    best: 0.948 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononHKU-IS
    MAE· 2020-09-07
    0.026
    best: 0.019 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononHKU-IS
    S-Measure· 2020-09-07
    0.921
    best: 0.944 (InSPyReNet)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononSOC
    Average MAE· 2020-09-07
    0.089
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononSOC
    S-Measure· 2020-09-07
    0.849
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononSOC
    mean E-Measure· 2020-09-07
    0.872
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDUT-OMRON
    MAE· 2020-09-07
    0.051
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononLFSD
    Average MAE· 2020-09-07
    0.065
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononLFSD
    S-Measure· 2020-09-07
    86.8
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononSIP
    Average MAE· 2020-09-07
    0.045
    best: 0.032 (DFormer-L)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konECSSD
    MAE· 2020-09-07
    0.035
    best: 0.021 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konECSSD
    S-Measure· 2020-09-07
    0.921
    best: 0.948 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konHKU-IS
    MAE· 2020-09-07
    0.026
    best: 0.019 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konHKU-IS
    S-Measure· 2020-09-07
    0.921
    best: 0.944 (InSPyReNet)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konSOC
    Average MAE· 2020-09-07
    0.089
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konSOC
    S-Measure· 2020-09-07
    0.849
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konSOC
    mean E-Measure· 2020-09-07
    0.872
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDUT-OMRON
    MAE· 2020-09-07
    0.051
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konLFSD
    Average MAE· 2020-09-07
    0.065
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konLFSD
    S-Measure· 2020-09-07
    86.8
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konSIP
    Average MAE· 2020-09-07
    0.045
    best: 0.032 (DFormer-L)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDUTS-TE
    MAE· 2020-09-07
    0.034
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDUTS-TE
    S-Measure· 2020-09-07
    0.888
    best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDUTS-TE
    mean E-Measure· 2020-09-07
    0.927
    best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDUTS-TE
    mean F-Measure· 2020-09-07
    0.86
    best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDUT-OMRON
    S-Measure· 2020-09-07
    0.839
    best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonNJU2K
    Average MAE· 2020-09-07
    0.039
    best: 0.023 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonNJU2K
    S-Measure· 2020-09-07
    90.2
    best: 93.7 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonSTERE
    Average MAE· 2020-09-07
    0.039
    best: 0.03 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonSTERE
    S-Measure· 2020-09-07
    89.8
    best: 92.3 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonSIP
    S-Measure· 2020-09-07
    88.3
    best: 91.5 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDES
    Average MAE· 2020-09-07
    0.016
    best: 0.013 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 3DonDES
    S-Measure· 2020-09-07
    93.7
    best: 94.8 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDUTS-TE
    MAE· 2020-09-07
    0.034
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDUTS-TE
    S-Measure· 2020-09-07
    0.888
    best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDUTS-TE
    mean E-Measure· 2020-09-07
    0.927
    best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDUTS-TE
    mean F-Measure· 2020-09-07
    0.86
    best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDUT-OMRON
    S-Measure· 2020-09-07
    0.839
    best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonNJU2K
    Average MAE· 2020-09-07
    0.039
    best: 0.023 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonNJU2K
    S-Measure· 2020-09-07
    90.2
    best: 93.7 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonSTERE
    Average MAE· 2020-09-07
    0.039
    best: 0.03 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonSTERE
    S-Measure· 2020-09-07
    89.8
    best: 92.3 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonSIP
    S-Measure· 2020-09-07
    88.3
    best: 91.5 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDES
    Average MAE· 2020-09-07
    0.016
    best: 0.013 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D ClassificationonDES
    S-Measure· 2020-09-07
    93.7
    best: 94.8 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDUTS-TE
    MAE· 2020-09-07
    0.034
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDUTS-TE
    S-Measure· 2020-09-07
    0.888
    best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDUTS-TE
    mean E-Measure· 2020-09-07
    0.927
    best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDUTS-TE
    mean F-Measure· 2020-09-07
    0.86
    best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDUT-OMRON
    S-Measure· 2020-09-07
    0.839
    best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononNJU2K
    Average MAE· 2020-09-07
    0.039
    best: 0.023 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononNJU2K
    S-Measure· 2020-09-07
    90.2
    best: 93.7 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononSTERE
    Average MAE· 2020-09-07
    0.039
    best: 0.03 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononSTERE
    S-Measure· 2020-09-07
    89.8
    best: 92.3 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononSIP
    S-Measure· 2020-09-07
    88.3
    best: 91.5 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDES
    Average MAE· 2020-09-07
    0.016
    best: 0.013 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 2D Object DetectiononDES
    S-Measure· 2020-09-07
    93.7
    best: 94.8 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDUTS-TE
    MAE· 2020-09-07
    0.034
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDUTS-TE
    S-Measure· 2020-09-07
    0.888
    best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDUTS-TE
    mean E-Measure· 2020-09-07
    0.927
    best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDUTS-TE
    mean F-Measure· 2020-09-07
    0.86
    best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDUT-OMRON
    S-Measure· 2020-09-07
    0.839
    best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konNJU2K
    Average MAE· 2020-09-07
    0.039
    best: 0.023 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konNJU2K
    S-Measure· 2020-09-07
    90.2
    best: 93.7 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konSTERE
    Average MAE· 2020-09-07
    0.039
    best: 0.03 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konSTERE
    S-Measure· 2020-09-07
    89.8
    best: 92.3 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konSIP
    S-Measure· 2020-09-07
    88.3
    best: 91.5 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDES
    Average MAE· 2020-09-07
    0.016
    best: 0.013 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • 16konDES
    S-Measure· 2020-09-07
    93.7
    best: 94.8 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075

Computer Vision36 results

  • Object DetectiononECSSD
    MAE· 2020-09-07
    0.035
    best: 0.021 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononECSSD
    S-Measure· 2020-09-07
    0.921
    best: 0.948 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononHKU-IS
    MAE· 2020-09-07
    0.026
    best: 0.019 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononHKU-IS
    S-Measure· 2020-09-07
    0.921
    best: 0.944 (InSPyReNet)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononSOC
    Average MAE· 2020-09-07
    0.089
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononSOC
    S-Measure· 2020-09-07
    0.849
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononSOC
    mean E-Measure· 2020-09-07
    0.872
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDUT-OMRON
    MAE· 2020-09-07
    0.051
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononLFSD
    Average MAE· 2020-09-07
    0.065
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononLFSD
    S-Measure· 2020-09-07
    86.8
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononSIP
    Average MAE· 2020-09-07
    0.045
    best: 0.032 (DFormer-L)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononECSSD
    MAE· 2020-09-07
    0.035
    best: 0.021 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononECSSD
    S-Measure· 2020-09-07
    0.921
    best: 0.948 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononHKU-IS
    MAE· 2020-09-07
    0.026
    best: 0.019 (M3Net-S)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononHKU-IS
    S-Measure· 2020-09-07
    0.921
    best: 0.944 (InSPyReNet)
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononSOC
    Average MAE· 2020-09-07
    0.089
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononSOC
    S-Measure· 2020-09-07
    0.849
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononSOC
    mean E-Measure· 2020-09-07
    0.872
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononDUT-OMRON
    MAE· 2020-09-07
    0.051
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    SOTA
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDUTS-TE
    MAE· 2020-09-07
    0.034
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDUTS-TE
    S-Measure· 2020-09-07
    0.888
    best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDUTS-TE
    mean E-Measure· 2020-09-07
    0.927
    best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDUTS-TE
    mean F-Measure· 2020-09-07
    0.86
    best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDUT-OMRON
    S-Measure· 2020-09-07
    0.839
    best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononNJU2K
    Average MAE· 2020-09-07
    0.039
    best: 0.023 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononNJU2K
    S-Measure· 2020-09-07
    90.2
    best: 93.7 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononSTERE
    Average MAE· 2020-09-07
    0.039
    best: 0.03 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononSTERE
    S-Measure· 2020-09-07
    89.8
    best: 92.3 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononSIP
    S-Measure· 2020-09-07
    88.3
    best: 91.5 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDES
    Average MAE· 2020-09-07
    0.016
    best: 0.013 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • Object DetectiononDES
    S-Measure· 2020-09-07
    93.7
    best: 94.8 (DFormer-L)
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononDUTS-TE
    MAE· 2020-09-07
    0.034
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononDUTS-TE
    S-Measure· 2020-09-07
    0.888
    best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononDUTS-TE
    mean E-Measure· 2020-09-07
    0.927
    best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononDUTS-TE
    mean F-Measure· 2020-09-07
    0.86
    best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075
  • RGB Salient Object DetectiononDUT-OMRON
    S-Measure· 2020-09-07
    0.839
    best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
    Uncertainty Inspired RGB-D Saliency DetectionarXiv:2009.03075