Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/HorizonNet

HorizonNet

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· 2019-01-12
79.79
best: 84.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
3D ReconstructiononStanford2D3D Panoramic
Corner Error· 2019-01-12
0.71
best: 0.6 (SSLayout360)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
3D ReconstructiononStanford2D3D Panoramic
Pixel Error· 2019-01-12
2.39
best: 1.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
3D ReconstructiononPanoContext
3DIoU· 2019-01-12
82.17
best: 85.48 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
3DonStanford2D3D Panoramic
3DIoU· 2019-01-12
79.79
best: 84.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
3DonStanford2D3D Panoramic
Corner Error· 2019-01-12
0.71
best: 0.6 (SSLayout360)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
3DonStanford2D3D Panoramic
Pixel Error· 2019-01-12
2.39
best: 1.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
3DonPanoContext
3DIoU· 2019-01-12
82.17
best: 85.48 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861

Computer Vision8 results

Scene ParsingonStanford2D3D Panoramic
3DIoU· 2019-01-12
79.79
best: 84.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
Scene ParsingonStanford2D3D Panoramic
Corner Error· 2019-01-12
0.71
best: 0.6 (SSLayout360)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
Scene ParsingonStanford2D3D Panoramic
Pixel Error· 2019-01-12
2.39
best: 1.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
Scene ParsingonPanoContext
3DIoU· 2019-01-12
82.17
best: 85.48 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
Scene UnderstandingonStanford2D3D Panoramic
3DIoU· 2019-01-12
79.79
best: 84.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
Scene UnderstandingonStanford2D3D Panoramic
Corner Error· 2019-01-12
0.71
best: 0.6 (SSLayout360)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
Scene UnderstandingonStanford2D3D Panoramic
Pixel Error· 2019-01-12
2.39
best: 1.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
Scene UnderstandingonPanoContext
3DIoU· 2019-01-12
82.17
best: 85.48 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861

Audio4 results

2D Semantic SegmentationonStanford2D3D Panoramic
3DIoU· 2019-01-12
79.79
best: 84.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
2D Semantic SegmentationonStanford2D3D Panoramic
Corner Error· 2019-01-12
0.71
best: 0.6 (SSLayout360)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
2D Semantic SegmentationonStanford2D3D Panoramic
Pixel Error· 2019-01-12
2.39
best: 1.93 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861
2D Semantic SegmentationonPanoContext
3DIoU· 2019-01-12
82.17
best: 85.48 (DMH-Net)
SOTA
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation arXiv:1901.03861