SOTAVerified

Point Cloud Completion

Papers

Showing 4150 of 174 papers

TitleStatusHype
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample TransformerCode1
Masked Autoencoders in 3D Point Cloud Representation LearningCode1
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned KeypointsCode1
PointAttN: You Only Need Attention for Point Cloud CompletionCode1
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving PathsCode1
Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and ResultsCode1
Attention-based Transformation from Latent Features to Point CloudsCode1
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud CompletionCode1
Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud CompletionCode1
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud CompletionCode1
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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