Scene Understanding on Stanford2D3D Panoramic

Metric: Corner Error (lower is better)

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#	Model↕	Corner Error▲	Extra Data	Paper	Date↕	Code
1	SSLayout360	0.6	No	SSLayout360: Semi-Supervised Indoor Layout Estim...	2021-03-25	Code
2	DMH-Net	0.67	No	3D Room Layout Estimation from a Cubemap of Pano...	2022-07-19	Code
3	AtlantaNet	0.7	No	-	-	Code
4	HorizonNet	0.71	No	HorizonNet: Learning Room Layout with 1D Represe...	2019-01-12	Code
5	OmniLayout	0.78	No	OmniLayout: Room Layout Reconstruction from Indo...	2021-04-19	-
6	LayoutNet	1.04	No	LayoutNet: Reconstructing the 3D Room Layout fro...	2018-03-23	Code

#1SSLayout360SOTA
0.6
Corner Error· 2021-03-25
SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree Panorama Code
#2DMH-Net
0.67
Corner Error· 2022-07-19
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform Code
#3AtlantaNet
0.7
Corner Error
No paperCode
#4HorizonNetSOTA
0.71
Corner Error· 2019-01-12
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation Code
#5OmniLayout
0.78
Corner Error· 2021-04-19
OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas
#6LayoutNetSOTA
1.04
Corner Error· 2018-03-23
LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image Code