SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 150 of 153 papers

TitleStatusHype
TripoSR: Fast 3D Object Reconstruction from a Single ImageCode9
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse AttentionCode5
GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian SplattingCode5
Splatter Image: Ultra-Fast Single-View 3D ReconstructionCode3
Joint Reconstruction of 3D Human and Object via Contact-Based Refinement TransformerCode2
Refine3DNet: Scaling Precision in 3D Object Reconstruction from Multi-View RGB Images using AttentionCode2
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anythingCode2
Grasping Field: Learning Implicit Representations for Human GraspsCode1
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View ReconstructionCode1
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the WildCode1
Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple ImagesCode1
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D ReconstructionCode1
Single-view 3D Mesh Reconstruction for Seen and Unseen CategoriesCode1
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static ImagesCode1
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view ImagesCode1
Neural Face Identification in a 2D Wireframe Projection of a Manifold ObjectCode1
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple ImagesCode1
Matryoshka Networks: Predicting 3D Geometry via Nested Shape LayersCode1
Multi-view 3D Reconstruction of a Texture-less Smooth Surface of Unknown Generic ReflectanceCode1
Neural 3D Mesh RendererCode1
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDFCode1
Phase-SLAM: Phase Based Simultaneous Localization and Mapping for Mobile Structured Light Illumination SystemsCode1
Self-calibrating Photometric Stereo by Neural Inverse RenderingCode1
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance ConsistencyCode1
CAD-Estate: Large-scale CAD Model Annotation in RGB VideosCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
CHORE: Contact, Human and Object REconstruction from a single RGB imageCode1
SUP-NeRF: A Streamlined Unification of Pose Estimation and NeRF for Monocular 3D Object ReconstructionCode1
Deep Implicit Moving Least-Squares Functions for 3D ReconstructionCode1
MobileBrick: Building LEGO for 3D Reconstruction on Mobile DevicesCode1
Amodal 3D Reconstruction for Robotic Manipulation via Stability and ConnectivityCode1
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
3D Object Reconstruction from Hand-Object InteractionsCode1
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionCode1
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksCode1
Monocular 3D Object Reconstruction with GAN InversionCode1
Long-Range Grouping Transformer for Multi-View 3D ReconstructionCode1
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information FusionCode1
Multi-view 3D Object Reconstruction and Uncertainty Modelling with Neural Shape PriorCode1
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
DSP-SLAM: Object Oriented SLAM with Deep Shape PriorsCode1
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object ReconstructionCode1
NTO3D: Neural Target Object 3D Reconstruction with Segment AnythingCode1
BEHAVE: Dataset and Method for Tracking Human Object InteractionsCode1
3D-Aware Instance Segmentation and Tracking in Egocentric Videos0
Geodesic-HOF: 3D Reconstruction Without Cutting Corners0
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning0
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting0
Geometric Processing for Image-based 3D Object Modeling0
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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