SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 5160 of 153 papers

TitleStatusHype
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D SupervisionCode0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object RepresentationCode0
Photometric Mesh Optimization for Video-Aligned 3D Object ReconstructionCode0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
Learning Free-Form Deformations for 3D Object ReconstructionCode0
Learning Pose-invariant 3D Object Reconstruction from Single-view ImagesCode0
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded ObjectsCode0
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D ReconstructionCode0
3D Point Capsule NetworksCode0
Show:102550
← PrevPage 6 of 16Next →

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