SOTAVerified

Point Cloud Completion

Papers

Showing 131140 of 174 papers

TitleStatusHype
Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud CompletionCode1
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud CompletionCode1
KTNet: Knowledge Transfer for Unpaired 3D Shape CompletionCode0
Deep Point Cloud Reconstruction0
Self-Supervised Point Cloud Completion via InpaintingCode1
Graph-Guided Deformation for Point Cloud Completion0
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph NetworkCode0
3D Point Cloud Completion with Geometric-Aware Adversarial Augmentation0
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving0
Voxel-based Network for Shape Completion by Leveraging Edge GenerationCode1
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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