SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 41–50 of 153 papers

TitleStatusHype
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view ImagesCode1
Matryoshka Networks: Predicting 3D Geometry via Nested Shape LayersCode1
Neural 3D Mesh RendererCode1
3D Object Reconstruction from Hand-Object InteractionsCode1
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object ReconstructionCode1
HuSc3D: Human Sculpture dataset for 3D object reconstructionCode0
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations—0
SR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping—0
TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians—0
3D Object Reconstruction with mmWave Radars—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GEOMetricsAvg F167.37—Unverified
2MVDAvg F166.39—Unverified
3Pixel2MeshAvg F159.72—Unverified
4PSGNAvg F148.58—Unverified
53D-R2N2Avg F139.01—Unverified
6N3MRAvg F133.8—Unverified
7LRGT3DIoU0.7—Unverified
8UMIFormer3DIoU0.68—Unverified
9Pix2Vox++/A3DIoU0.67—Unverified
10Pix2Vox-A3DIoU0.66—Unverified
#ModelMetricClaimedVerifiedStatus
1PHOSAChamfer Distance26.62—Unverified
2CHOREChamfer Distance10.66—Unverified
3CONTHOChamfer Distance8.42—Unverified
#ModelMetricClaimedVerifiedStatus
1PIFu (3 views)Chamfer (cm)0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1SoftRas (full)3DIoU0.65—Unverified