SOTAVerified

3D Shape Reconstruction

Papers

Showing 110 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
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Benchmark Results

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