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Models/OmniLayout

OmniLayout

Reported on 20 benchmarks across 5 tasks · 1 paper

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· 2021-04-19
    81.2
    best: 84.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 3D ReconstructiononStanford2D3D Panoramic
    Corner Error· 2021-04-19
    0.78
    best: 0.6 (SSLayout360)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 3D ReconstructiononStanford2D3D Panoramic
    Pixel Error· 2021-04-19
    2.37
    best: 1.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 3D ReconstructiononPanoContext
    3DIoU· 2021-04-19
    83.02
    best: 85.48 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 3DonStanford2D3D Panoramic
    3DIoU· 2021-04-19
    81.2
    best: 84.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 3DonStanford2D3D Panoramic
    Corner Error· 2021-04-19
    0.78
    best: 0.6 (SSLayout360)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 3DonStanford2D3D Panoramic
    Pixel Error· 2021-04-19
    2.37
    best: 1.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 3DonPanoContext
    3DIoU· 2021-04-19
    83.02
    best: 85.48 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403

Computer Vision8 results

  • Scene ParsingonStanford2D3D Panoramic
    3DIoU· 2021-04-19
    81.2
    best: 84.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • Scene ParsingonStanford2D3D Panoramic
    Corner Error· 2021-04-19
    0.78
    best: 0.6 (SSLayout360)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • Scene ParsingonStanford2D3D Panoramic
    Pixel Error· 2021-04-19
    2.37
    best: 1.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • Scene ParsingonPanoContext
    3DIoU· 2021-04-19
    83.02
    best: 85.48 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • Scene UnderstandingonStanford2D3D Panoramic
    3DIoU· 2021-04-19
    81.2
    best: 84.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • Scene UnderstandingonStanford2D3D Panoramic
    Corner Error· 2021-04-19
    0.78
    best: 0.6 (SSLayout360)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • Scene UnderstandingonStanford2D3D Panoramic
    Pixel Error· 2021-04-19
    2.37
    best: 1.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • Scene UnderstandingonPanoContext
    3DIoU· 2021-04-19
    83.02
    best: 85.48 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403

Audio4 results

  • 2D Semantic SegmentationonStanford2D3D Panoramic
    3DIoU· 2021-04-19
    81.2
    best: 84.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 2D Semantic SegmentationonStanford2D3D Panoramic
    Corner Error· 2021-04-19
    0.78
    best: 0.6 (SSLayout360)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 2D Semantic SegmentationonStanford2D3D Panoramic
    Pixel Error· 2021-04-19
    2.37
    best: 1.93 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403
  • 2D Semantic SegmentationonPanoContext
    3DIoU· 2021-04-19
    83.02
    best: 85.48 (DMH-Net)
    OmniLayout: Room Layout Reconstruction from Indoor Spherical PanoramasarXiv:2104.09403