SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 121130 of 153 papers

TitleStatusHype
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationCode0
Building 3D Object Models during Manipulation by Reconstruction-Aware Trajectory Optimization0
Soft Rasterizer: A Differentiable Renderer for Image-based 3D ReasoningCode0
Pix2Vex: Image-to-Geometry Reconstruction using a Smooth Differentiable Renderer0
Photometric Mesh Optimization for Video-Aligned 3D Object ReconstructionCode0
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view ImagesCode1
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded ObjectsCode0
3D Point Capsule NetworksCode0
Inferring Point Clouds from Single Monocular Images by Depth Intermediation0
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image0
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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