SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 91100 of 153 papers

TitleStatusHype
Inferring Point Clouds from Single Monocular Images by Depth Intermediation0
In-Hand 3D Object Reconstruction from a Monocular RGB Video0
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images0
3D-FUTURE: 3D Furniture shape with TextURE0
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images0
Learning Neural Implicit Surfaces with Object-Aware Radiance Fields0
MarrNet: 3D Shape Reconstruction via 2.5D Sketches0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos0
Single-View 3D Object Reconstruction from Shape Priors in Memory0
SR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping0
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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