SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 7180 of 153 papers

TitleStatusHype
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance ConsistencyCode1
BEHAVE: Dataset and Method for Tracking Human Object InteractionsCode1
CHORE: Contact, Human and Object REconstruction from a single RGB imageCode1
Differentiable Rendering for Synthetic Aperture Radar Imagery0
Neural Face Identification in a 2D Wireframe Projection of a Manifold ObjectCode1
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects0
ONIX: an X-ray deep-learning tool for 3D reconstructions from sparse views0
Phase-SLAM: Phase Based Simultaneous Localization and Mapping for Mobile Structured Light Illumination SystemsCode1
Style Agnostic 3D Reconstruction via Adversarial Style Transfer0
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images0
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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