SOTAVerified

Room Layout Estimation

Papers

Showing 2644 of 44 papers

TitleStatusHype
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation0
Structural Deep Metric Learning for Room Layout Estimation0
Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts0
Transferable End-to-end Room Layout Estimation via Implicit Encoding0
3D Room Layout Estimation Beyond the Manhattan World Assumption0
Understanding Bayesian Rooms Using Composite 3D Object Models0
Understanding Indoor Scenes Using 3D Geometric Phrases0
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model0
Self-training Room Layout Estimation via Geometry-aware Ray-casting0
Shape-Net: Room Layout Estimation from Panoramic Images Robust to Occlusion using Knowledge Distillation with 3D Shapes as Additional Inputs0
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation0
Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning0
RoomNet: End-to-End Room Layout EstimationCode0
Self-supervised 360^ Room Layout EstimationCode0
Holistic 3D Scene Parsing and Reconstruction from a Single RGB ImageCode0
PSMNet: Position-aware Stereo Merging Network for Room Layout EstimationCode0
Structured3D: A Large Photo-realistic Dataset for Structured 3D ModelingCode0
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose EstimationCode0
ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object DetectionCode0
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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