SOTAVerified

Point Cloud Completion

Papers

Showing 110 of 174 papers

TitleStatusHype
A Multi-View High-Resolution Foot-Ankle Complex Point Cloud Dataset During Gait for Occlusion-Robust 3D Completion0
A Strong View-Free Baseline Approach for Single-View Image Guided Point Cloud Completion0
Toward Patient-specific Partial Point Cloud to Surface Completion for Pre- to Intra-operative Registration in Image-guided Liver Interventions0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion0
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene UnderstandingCode0
RefComp: A Reference-guided Unified Framework for Unpaired Point Cloud Completion0
SymmCompletion: High-Fidelity and High-Consistency Point Cloud Completion with Symmetry GuidanceCode1
Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors0
SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization0
Parametric Point Cloud Completion for Polygonal Surface ReconstructionCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TestNetChamfer Distance100Unverified
2MSNChamfer Distance9.97Unverified
3PCNChamfer Distance9.64Unverified
4GRNetChamfer Distance8.81Unverified
5SnowFlakeNetChamfer Distance7.21Unverified
6GTNetChamfer Distance7.15Unverified
7PSCUChamfer Distance7.04Unverified
8AdaPoinTrChamfer Distance6.53Unverified
9ODGNetChamfer Distance6.5Unverified
10SpareNetEarth Mover's Distance1.86Unverified
#ModelMetricClaimedVerifiedStatus
1ViPCChamfer Distance3.31Unverified
2CSDNChamfer Distance2.57Unverified
3XMFNetChamfer Distance1.44Unverified