SOTAVerified

Point Cloud Completion

Papers

Showing 8190 of 174 papers

TitleStatusHype
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph NetworkCode0
GPN: Generative Point-based NeRFCode0
Unpaired Point Cloud Completion on Real Scans using Adversarial TrainingCode0
Shape Completion with Points in the ShadowCode0
Energy-Based Residual Latent Transport for Unsupervised Point Cloud CompletionCode0
Fast Point Cloud Generation with Straight FlowsCode0
VAPCNet: Viewpoint-Aware 3D Point Cloud CompletionCode0
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene UnderstandingCode0
SPAC-Net: Rethinking Point Cloud Completion with Structural PriorCode0
ImgAdaPoinTr: Improving Point Cloud Completion via Images and SegmentationCode0
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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