SOTAVerified

3D Shape Reconstruction

Papers

Showing 125 of 139 papers

TitleStatusHype
Instant Neural Graphics Primitives with a Multiresolution Hash EncodingCode6
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationCode3
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size EstimationCode2
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose OptimizationCode2
GIFS: Neural Implicit Function for General Shape RepresentationCode1
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information FusionCode1
E3D: Event-Based 3D Shape ReconstructionCode1
Dual Octree Graph Networks for Learning Adaptive Volumetric Shape RepresentationsCode1
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with α-NeuSCode1
3D Shape Reconstruction from Vision and TouchCode1
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised LearningCode1
gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object ReconstructionCode1
3DIAS: 3D Shape Reconstruction with Implicit Algebraic SurfacesCode1
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape ReconstructionCode1
Active 3D Shape Reconstruction from Vision and TouchCode1
Bayesian Diffusion Models for 3D Shape ReconstructionCode1
3D Shape Reconstruction from Free-Hand SketchesCode1
Compositionally Generalizable 3D Structure PredictionCode1
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANsCode1
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape ReconstructionCode1
3D Reconstruction of Novel Object Shapes from Single ImagesCode1
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape GeneratorsCode1
3D Shape Reconstruction from 2D Images with Disentangled Attribute FlowCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AtlasNetCD0.13Unverified
2MarrNet extension (w/ Pose)CD0.12Unverified
3TMNCD0.09Unverified
4MGNCD0.08Unverified
5IM3DCD0.07Unverified