SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 8190 of 153 papers

TitleStatusHype
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction0
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image0
Visibility Aware Human-Object Interaction Tracking from Single RGB Camera0
NodeSLAM: Neural Object Descriptors for Multi-View Shape Reconstruction0
Towards 3D Vision with Low-Cost Single-Photon Cameras0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors0
Object Wake-up: 3D Object Rigging from a Single Image0
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations0
ONIX: an X-ray deep-learning tool for 3D reconstructions from sparse views0
OpenECAD: An Efficient Visual Language Model for Editable 3D-CAD Design0
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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