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/SSLayout360

SSLayout360

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· 2021-03-25
    84.66
    best: 84.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 3D ReconstructiononStanford2D3D Panoramic
    Corner Error· 2021-03-25
    0.6
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 3D ReconstructiononStanford2D3D Panoramic
    Pixel Error· 2021-03-25
    1.97
    best: 1.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 3D ReconstructiononPanoContext
    3DIoU· 2021-03-25
    83.3
    best: 85.48 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 3DonStanford2D3D Panoramic
    3DIoU· 2021-03-25
    84.66
    best: 84.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 3DonStanford2D3D Panoramic
    Corner Error· 2021-03-25
    0.6
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 3DonStanford2D3D Panoramic
    Pixel Error· 2021-03-25
    1.97
    best: 1.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 3DonPanoContext
    3DIoU· 2021-03-25
    83.3
    best: 85.48 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696

Computer Vision8 results

  • Scene ParsingonStanford2D3D Panoramic
    3DIoU· 2021-03-25
    84.66
    best: 84.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • Scene ParsingonStanford2D3D Panoramic
    Corner Error· 2021-03-25
    0.6
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • Scene ParsingonStanford2D3D Panoramic
    Pixel Error· 2021-03-25
    1.97
    best: 1.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • Scene ParsingonPanoContext
    3DIoU· 2021-03-25
    83.3
    best: 85.48 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • Scene UnderstandingonStanford2D3D Panoramic
    3DIoU· 2021-03-25
    84.66
    best: 84.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • Scene UnderstandingonStanford2D3D Panoramic
    Corner Error· 2021-03-25
    0.6
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • Scene UnderstandingonStanford2D3D Panoramic
    Pixel Error· 2021-03-25
    1.97
    best: 1.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • Scene UnderstandingonPanoContext
    3DIoU· 2021-03-25
    83.3
    best: 85.48 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696

Audio4 results

  • 2D Semantic SegmentationonStanford2D3D Panoramic
    3DIoU· 2021-03-25
    84.66
    best: 84.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 2D Semantic SegmentationonStanford2D3D Panoramic
    Corner Error· 2021-03-25
    0.6
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 2D Semantic SegmentationonStanford2D3D Panoramic
    Pixel Error· 2021-03-25
    1.97
    best: 1.93 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696
  • 2D Semantic SegmentationonPanoContext
    3DIoU· 2021-03-25
    83.3
    best: 85.48 (DMH-Net)
    SOTA
    SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree PanoramaarXiv:2103.13696