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Models/LayoutNet

LayoutNet

Reported on 20 benchmarks across 5 tasks · 1 paper · 20 SOTA

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

Methodology8 results

  • 3D ReconstructiononStanford2D3D Panoramic
    3DIoU· 2018-03-23
    76.33
    best: 84.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 3D ReconstructiononStanford2D3D Panoramic
    Corner Error· 2018-03-23
    1.04
    best: 0.6 (SSLayout360)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 3D ReconstructiononStanford2D3D Panoramic
    Pixel Error· 2018-03-23
    2.7
    best: 1.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 3D ReconstructiononPanoContext
    3DIoU· 2018-03-23
    74.48
    best: 85.48 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 3DonStanford2D3D Panoramic
    3DIoU· 2018-03-23
    76.33
    best: 84.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 3DonStanford2D3D Panoramic
    Corner Error· 2018-03-23
    1.04
    best: 0.6 (SSLayout360)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 3DonStanford2D3D Panoramic
    Pixel Error· 2018-03-23
    2.7
    best: 1.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 3DonPanoContext
    3DIoU· 2018-03-23
    74.48
    best: 85.48 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999

Computer Vision8 results

  • Scene ParsingonStanford2D3D Panoramic
    3DIoU· 2018-03-23
    76.33
    best: 84.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • Scene ParsingonStanford2D3D Panoramic
    Corner Error· 2018-03-23
    1.04
    best: 0.6 (SSLayout360)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • Scene ParsingonStanford2D3D Panoramic
    Pixel Error· 2018-03-23
    2.7
    best: 1.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • Scene ParsingonPanoContext
    3DIoU· 2018-03-23
    74.48
    best: 85.48 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • Scene UnderstandingonStanford2D3D Panoramic
    3DIoU· 2018-03-23
    76.33
    best: 84.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • Scene UnderstandingonStanford2D3D Panoramic
    Corner Error· 2018-03-23
    1.04
    best: 0.6 (SSLayout360)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • Scene UnderstandingonStanford2D3D Panoramic
    Pixel Error· 2018-03-23
    2.7
    best: 1.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • Scene UnderstandingonPanoContext
    3DIoU· 2018-03-23
    74.48
    best: 85.48 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999

Audio4 results

  • 2D Semantic SegmentationonStanford2D3D Panoramic
    3DIoU· 2018-03-23
    76.33
    best: 84.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 2D Semantic SegmentationonStanford2D3D Panoramic
    Corner Error· 2018-03-23
    1.04
    best: 0.6 (SSLayout360)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 2D Semantic SegmentationonStanford2D3D Panoramic
    Pixel Error· 2018-03-23
    2.7
    best: 1.93 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999
  • 2D Semantic SegmentationonPanoContext
    3DIoU· 2018-03-23
    74.48
    best: 85.48 (DMH-Net)
    SOTA
    LayoutNet: Reconstructing the 3D Room Layout from a Single RGB ImagearXiv:1803.08999