SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 3140 of 153 papers

TitleStatusHype
Deep Implicit Moving Least-Squares Functions for 3D ReconstructionCode1
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information FusionCode1
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static ImagesCode1
Amodal 3D Reconstruction for Robotic Manipulation via Stability and ConnectivityCode1
Grasping Field: Learning Implicit Representations for Human GraspsCode1
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the WildCode1
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple ImagesCode1
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionCode1
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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