SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 101110 of 153 papers

TitleStatusHype
Object Wake-up: 3D Object Rigging from a Single Image0
Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior0
Geometric Processing for Image-based 3D Object Modeling0
2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single ImageCode0
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors0
Multi-view 3D Reconstruction with Transformer0
Modeling 3D Surface Manifolds with a Locally Conditioned AtlasCode0
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GEOMetricsAvg F167.37Unverified
2MVDAvg F166.39Unverified
3Pixel2MeshAvg F159.72Unverified
4PSGNAvg F148.58Unverified
53D-R2N2Avg F139.01Unverified
6N3MRAvg F133.8Unverified
7LRGT3DIoU0.7Unverified
8UMIFormer3DIoU0.68Unverified
9Pix2Vox++/A3DIoU0.67Unverified
10Pix2Vox-A3DIoU0.66Unverified
#ModelMetricClaimedVerifiedStatus
1PHOSAChamfer Distance26.62Unverified
2CHOREChamfer Distance10.66Unverified
3CONTHOChamfer Distance8.42Unverified
#ModelMetricClaimedVerifiedStatus
1PIFu (3 views)Chamfer (cm)0.57Unverified
#ModelMetricClaimedVerifiedStatus
1SoftRas (full)3DIoU0.65Unverified