SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 2130 of 153 papers

TitleStatusHype
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object ReconstructionCode1
BEHAVE: Dataset and Method for Tracking Human Object InteractionsCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionCode1
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksCode1
CHORE: Contact, Human and Object REconstruction from a single RGB imageCode1
Grasping Field: Learning Implicit Representations for Human GraspsCode1
Deep Implicit Moving Least-Squares Functions for 3D ReconstructionCode1
Amodal 3D Reconstruction for Robotic Manipulation via Stability and ConnectivityCode1
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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