SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 5175 of 153 papers

TitleStatusHype
Sparse 3D Reconstruction via Object-Centric Ray SamplingCode0
Soft Rasterizer: A Differentiable Renderer for Image-based 3D ReasoningCode0
Toward 3D Object Reconstruction from Stereo ImagesCode0
Pixel2Mesh: Generating 3D Mesh Models from Single RGB ImagesCode0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D SupervisionCode0
Photometric Mesh Optimization for Video-Aligned 3D Object ReconstructionCode0
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D ReconstructionCode0
3D Point Capsule NetworksCode0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Hierarchical Surface Prediction for 3D Object ReconstructionCode0
HuSc3D: Human Sculpture dataset for 3D object reconstructionCode0
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationCode0
A Point Set Generation Network for 3D Object Reconstruction from a Single ImageCode0
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object RepresentationCode0
Learning Free-Form Deformations for 3D Object ReconstructionCode0
Learning Efficient Point Cloud Generation for Dense 3D Object ReconstructionCode0
2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single ImageCode0
Dense 3D Object Reconstruction from a Single Depth ViewCode0
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object ReconstructionCode0
Modeling 3D Surface Manifolds with a Locally Conditioned AtlasCode0
Learning Pose-invariant 3D Object Reconstruction from Single-view ImagesCode0
Deep Single-View 3D Object Reconstruction with Visual Hull EmbeddingCode0
LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D GaussiansCode0
GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction0
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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