SOTAVerified

Room Layout Estimation

Papers

Showing 11–20 of 44 papers

TitleStatusHype
Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB ImageCode1
LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth RenderingCode1
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single ImageCode1
BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction—0
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model—0
HUSH: Holistic Panoramic 3D Scene Understanding using Spherical Harmonics—0
Self-training Room Layout Estimation via Geometry-aware Ray-casting—0
An Empty Room is All We Want: Automatic Defurnishing of Indoor Panoramas—0
No More Ambiguity in 360deg Room Layout via Bi-Layout Estimation—0
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Benchmark Results

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