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/DMH-Net

DMH-Net

Reported on 20 benchmarks across 5 tasks · 1 paper · 15 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· 2022-07-19
84.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
3D ReconstructiononStanford2D3D Panoramic
Pixel Error· 2022-07-19
1.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
3D ReconstructiononPanoContext
3DIoU· 2022-07-19
85.48
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
3DonStanford2D3D Panoramic
3DIoU· 2022-07-19
84.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
3DonStanford2D3D Panoramic
Pixel Error· 2022-07-19
1.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
3DonPanoContext
3DIoU· 2022-07-19
85.48
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
3D ReconstructiononStanford2D3D Panoramic
Corner Error· 2022-07-19
0.67
best: 0.6 (SSLayout360)
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
3DonStanford2D3D Panoramic
Corner Error· 2022-07-19
0.67
best: 0.6 (SSLayout360)
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291

Computer Vision8 results

Scene ParsingonStanford2D3D Panoramic
3DIoU· 2022-07-19
84.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
Scene ParsingonStanford2D3D Panoramic
Pixel Error· 2022-07-19
1.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
Scene ParsingonPanoContext
3DIoU· 2022-07-19
85.48
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
Scene UnderstandingonStanford2D3D Panoramic
3DIoU· 2022-07-19
84.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
Scene UnderstandingonStanford2D3D Panoramic
Pixel Error· 2022-07-19
1.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
Scene UnderstandingonPanoContext
3DIoU· 2022-07-19
85.48
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
Scene ParsingonStanford2D3D Panoramic
Corner Error· 2022-07-19
0.67
best: 0.6 (SSLayout360)
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
Scene UnderstandingonStanford2D3D Panoramic
Corner Error· 2022-07-19
0.67
best: 0.6 (SSLayout360)
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291

Audio4 results

2D Semantic SegmentationonStanford2D3D Panoramic
3DIoU· 2022-07-19
84.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
2D Semantic SegmentationonStanford2D3D Panoramic
Pixel Error· 2022-07-19
1.93
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
2D Semantic SegmentationonPanoContext
3DIoU· 2022-07-19
85.48
SOTA
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291
2D Semantic SegmentationonStanford2D3D Panoramic
Corner Error· 2022-07-19
0.67
best: 0.6 (SSLayout360)
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform arXiv:2207.09291