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3D Room Layouts From A Single Rgb Panorama On 3

Metrics

3DIoU

Results

Performance results of various models on this benchmark

Model Name
3DIoU
Paper TitleRepository
DuLa-Net79.36DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama
OmniLayout81.2OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas-
HorizonNet79.79HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation
DMH-Net84.933D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform
LayoutNet76.33LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image
AtlantaNet82.43AtlantaNet: Inferring the 3D Indoor Layout from a Single 360(∘) Image beyond the Manhattan World Assumption
HoHoNet (ResNet-101)79.88HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features
LED2-Net83.77LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering
SSLayout36084.66SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree Panorama
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3D Room Layouts From A Single Rgb Panorama On 3 | SOTA | HyperAI