SOTAVerified

Point Cloud Completion

Papers

Showing 2130 of 174 papers

TitleStatusHype
PointCFormer: a Relation-based Progressive Feature Extraction Network for Point Cloud CompletionCode1
Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud CompletionCode1
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes0
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors0
Revisiting Point Cloud Completion: Are We Ready For The Real-World?0
Learning 3D Representations from Procedural 3D Programs0
SPAC-Net: Rethinking Point Cloud Completion with Structural PriorCode0
PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose ClothingCode1
Enhancing Performance of Point Cloud Completion Networks with Consistency LossCode0
Unsupervised Point Cloud Completion through Unbalanced Optimal Transport0
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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