SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 110 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
Deep Implicit Moving Least-Squares Functions for 3D ReconstructionCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
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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