ML Research Wiki / Benchmarks / Room Layout Estimation / SUN RGB-D

SUN RGB-D

Room Layout Estimation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: IoU

Top Performing Models

Rank Model Paper IoU Date Code
1 IM3D 📚 Holistic 3D Scene Understanding from a Single Image with Implicit Representation 64.40 2021-03-11 📦 chengzhag/Implicit3DUnderstanding
2 ImVoxelNet ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection 59.30 2021-06-02 📦 open-mmlab/mmdetection3d 📦 chetanmreddy/voxelnet_chetan
3 Total3D joint 📚 Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image 59.20 2020-02-27 📦 yinyunie/Total3DUnderstanding
4 Total w/o. joint Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image 57.60 2020-02-27 📦 yinyunie/Total3DUnderstanding
5 Cooperative Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation 56.90 2018-10-31 📦 thusiyuan/cooperative_scene_parsing
6 Holistic Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image 54.90 2018-08-07 📦 thusiyuan/holistic_scene_parsing

All Papers (6)

chengzhag/Implicit3DUnderstanding
open-mmlab/mmdetection3d chetanmreddy/voxelnet_chetan
yinyunie/Total3DUnderstanding
yinyunie/Total3DUnderstanding
thusiyuan/cooperative_scene_parsing
thusiyuan/holistic_scene_parsing