SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

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Showing 51–75 of 153 papers

TitleStatusHype
Multi-View 3D Reconstruction With Transformers—0
MVDiff: Scalable and Flexible Multi-View Diffusion for 3D Object Reconstruction from Single-View—0
GAL: Geometric Adversarial Loss for Single-View 3D-Object Reconstruction—0
CDI3D: Cross-guided Dense-view Interpolation for 3D Reconstruction—0
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors—0
3D Reconstruction of Multiple Objects by mmWave Radar on UAV—0
Geometric Processing for Image-based 3D Object Modeling—0
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning—0
Floating No More: Object-Ground Reconstruction from a Single Image—0
Feature Compression for Cloud-Edge Multimodal 3D Object Detection—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
Multi-view 3D Reconstruction with Transformer—0
Building 3D Object Models during Manipulation by Reconstruction-Aware Trajectory Optimization—0
Explicit Occlusion Modeling for 3D Object Class Representations—0
Enforcing 3D Topological Constraints in Composite Objects via Implicit Functions—0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting—0
3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare—0
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects—0
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction—0
Efficient Dense Point Cloud Object Reconstruction using Deformation Vector Fields—0
Efficient 3D Object Reconstruction using Visual Transformers—0
Effect of structure-based training on 3D localization precision and quality—0
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior—0
Attention-based 3D Object Reconstruction from a Single Image—0
3D-FUTURE: 3D Furniture shape with TextURE—0
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All datasetsData3D−R2N2BEHAVERenderPeopleShapeNet

Benchmark Results

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