SOTAVerified

Room Layout Estimation

Papers

Showing 110 of 44 papers

TitleStatusHype
No More Ambiguity in 360° Room Layout via Bi-Layout EstimationCode1
Polygon Detection for Room Layout Estimation using Heterogeneous Graphs and WireframesCode1
LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth RenderingCode1
LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer NetworkCode1
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion AwarenessCode1
From Semi-supervised to Omni-supervised Room Layout Estimation Using Point CloudsCode1
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough TransformCode1
Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB ImageCode1
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
PQ-Transformer: Jointly Parsing 3D Objects and Layouts from Point CloudsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1IM3DIoU64.4Unverified
2ImVoxelNetIoU59.3Unverified
3Total3D jointIoU59.2Unverified
4Total w/o. jointIoU57.6Unverified
5CooperativeIoU56.9Unverified
6HolisticIoU54.9Unverified
73DGPIoU19.2Unverified