Optical Character Recognition2020en

sun-rgb-d

Dataset from Papers With Code

Metrics:accuracy, cer, wer, f1

camera-pitch

#	Model	Score	Paper / Code	Date
1	Holistic	7.6	Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image Code	Aug 2018
2	Total w/o. joint	3.68	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Code	Feb 2020
3	Cooperative	3.28	Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation Code	Oct 2018
4	Total3D joint	3.15	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Code	Feb 2020
5	IM3D	2.98	Holistic 3D Scene Understanding from a Single Image with Implicit Representation Code	Mar 2021
6	ImVoxelNet	2.63	ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection Code	Jun 2021

camera-roll

#	Model	Score	Paper / Code	Date
1	Holistic	3.12	Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image Code	Aug 2018
2	Total w/o. joint	2.59	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Code	Feb 2020
3	Cooperative	2.19	Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation Code	Oct 2018
4	IM3D	2.11	Holistic 3D Scene Understanding from a Single Image with Implicit Representation Code	Mar 2021
5	Total3D joint	2.09	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Code	Feb 2020
6	ImVoxelNet	1.96	ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection Code	Jun 2021

iou

#	Model	Score	Paper / Code	Date
1	IM3D	64.4	Holistic 3D Scene Understanding from a Single Image with Implicit Representation Code	Mar 2021
2	ImVoxelNet	59.3	ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection Code	Jun 2021
3	Total3D joint	59.2	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Code	Feb 2020
4	Total w/o. joint	57.6	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Code	Feb 2020
5	Cooperative	56.9	Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation Code	Oct 2018
6	Holistic	54.9	Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image Code	Aug 2018
7	3DGP	19.2	Understanding Indoor Scenes Using 3D Geometric Phrases	Jun 2013

Related Papers5

ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

Jun 2021Models: ImVoxelNet

Holistic 3D Scene Understanding from a Single Image with Implicit Representation

Mar 2021Models: IM3D

Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image

Feb 2020Models: Total w/o. joint, Total3D joint

Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation

Oct 2018Models: Cooperative

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image

Aug 2018Models: Holistic

Other Optical Character Recognition Datasets

scut-ctw1500 mpqa cnn-/-daily-mail icdar2013 SROIE KITAB-Bench ThaiOCRBench PolEval 2021 OCR IMPACT-PSNC wikibio