SOTAVerified

Point Cloud Completion

Papers

Showing 71–80 of 174 papers

TitleStatusHype
PCN: Point Completion NetworkCode1
Pointer NetworksCode1
A Multi-View High-Resolution Foot-Ankle Complex Point Cloud Dataset During Gait for Occlusion-Robust 3D Completion—0
A Strong View-Free Baseline Approach for Single-View Image Guided Point Cloud Completion—0
Toward Patient-specific Partial Point Cloud to Surface Completion for Pre- to Intra-operative Registration in Image-guided Liver Interventions—0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion—0
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene UnderstandingCode0
RefComp: A Reference-guided Unified Framework for Unpaired Point Cloud Completion—0
Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors—0
SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TestNetChamfer Distance100—Unverified
2MSNChamfer Distance9.97—Unverified
3PCNChamfer Distance9.64—Unverified
4GRNetChamfer Distance8.81—Unverified
5SnowFlakeNetChamfer Distance7.21—Unverified
6GTNetChamfer Distance7.15—Unverified
7PSCUChamfer Distance7.04—Unverified
8AdaPoinTrChamfer Distance6.53—Unverified
9ODGNetChamfer Distance6.5—Unverified
10SpareNetEarth Mover's Distance1.86—Unverified
#ModelMetricClaimedVerifiedStatus
1ViPCChamfer Distance3.31—Unverified
2CSDNChamfer Distance2.57—Unverified
3XMFNetChamfer Distance1.44—Unverified