SOTAVerified

Point Cloud Completion

Papers

Showing 111120 of 174 papers

TitleStatusHype
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion0
Implicit Shape Completion via Adversarial Shape Priors0
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion0
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned KeypointsCode1
Learning Local Displacements for Point Cloud Completion0
Learning a Structured Latent Space for Unsupervised Point Cloud Completion0
Self-supervised Point Cloud Completion on Real Traffic Scenes via Scene-concerned Bottom-up Mechanism0
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation0
PointAttN: You Only Need Attention for Point Cloud CompletionCode1
Comprehensive Review of Deep Learning-Based 3D Point Cloud Completion Processing and Analysis0
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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