SOTAVerified

Point Cloud Completion

Papers

Showing 7180 of 174 papers

TitleStatusHype
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud CompletionCode1
Learning Geometric Transformation for Point Cloud CompletionCode1
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm0
Comprehensive Review of Deep Learning-Based 3D Point Cloud Completion Processing and Analysis0
GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors0
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes0
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion0
Fine-grained Text and Image Guided Point Cloud Completion with CLIP Model0
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation0
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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