SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 131140 of 153 papers

TitleStatusHype
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors0
SnakeVoxFormer: Transformer-based Single Image\ Reconstruction with Run Length Encoding0
GAL: Geometric Adversarial Loss for Single-View 3D-Object Reconstruction0
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects0
Geodesic-HOF: 3D Reconstruction Without Cutting Corners0
Geometric Processing for Image-based 3D Object Modeling0
GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction0
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images0
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era0
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views0
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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