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
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose OptimizationCode2
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size EstimationCode2
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with α-NeuSCode1
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape ReconstructionCode1
Bayesian Diffusion Models for 3D Shape ReconstructionCode1
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape ReconstructionCode1
Neural Poisson Surface Reconstruction: Resolution-Agnostic Shape Reconstruction from Point CloudsCode1
Mesh Density Adaptation for Template-based Shape ReconstructionCode1
gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object ReconstructionCode1
Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation LogisticsCode1
Multi-View Azimuth Stereo via Tangent Space ConsistencyCode1
NAISR: A 3D Neural Additive Model for Interpretable Shape RepresentationCode1
Neural Fourier Filter BankCode1
OReX: Object Reconstruction from Planar Cross-sections Using Neural FieldsCode1
Fine-Grained VR Sketching: Dataset and InsightsCode1
Dual Octree Graph Networks for Learning Adaptive Volumetric Shape RepresentationsCode1
GIFS: Neural Implicit Function for General Shape RepresentationCode1
3D Shape Reconstruction from 2D Images with Disentangled Attribute FlowCode1
NeuralTailor: Reconstructing Sewing Pattern Structures from 3D Point Clouds of GarmentsCode1
Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the WildCode1
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image SynthesisCode1
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape GeneratorsCode1
3DIAS: 3D Shape Reconstruction with Implicit Algebraic SurfacesCode1
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Benchmark Results

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