SOTAVerified

Point Cloud Completion

Papers

Showing 125 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
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient FlowsCode0
GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors0
PointSea: Point Cloud Completion via Self-structure AugmentationCode2
Imagine with the Teacher: Complete Shape in a Multi-View Distillation Way0
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling0
DC-PCN: Point Cloud Completion Network with Dual-Codebook Guided Quantization0
Self-Supervised Large Scale Point Cloud Completion for Archaeological Site Restoration0
DAPoinTr: Domain Adaptive Point Transformer for Point Cloud CompletionCode0
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond0
Position-aware Guided Point Cloud Completion with CLIP Model0
PointCFormer: a Relation-based Progressive Feature Extraction Network for Point Cloud CompletionCode1
Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud CompletionCode1
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes0
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors0
Revisiting Point Cloud Completion: Are We Ready For The Real-World?0
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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