SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 3140 of 153 papers

TitleStatusHype
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksCode1
Amodal 3D Reconstruction for Robotic Manipulation via Stability and ConnectivityCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
3D Object Reconstruction from Hand-Object InteractionsCode1
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
DSP-SLAM: Object Oriented SLAM with Deep Shape PriorsCode1
Long-Range Grouping Transformer for Multi-View 3D ReconstructionCode1
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information FusionCode1
Neural 3D Mesh RendererCode1
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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