SOTAVerified

Point Cloud Completion

Papers

Showing 7180 of 174 papers

TitleStatusHype
Empir3D : A Framework for Multi-Dimensional Point Cloud Assessment0
Point Cloud Completion Guided by Prior Knowledge via Causal Inference0
DualGenerator: Information Interaction-based Generative Network for Point Cloud Completion0
Variational Relational Point Completion Network for Robust 3D Classification0
Orthogonal Dictionary Guided Shape Completion Network for Point CloudCode1
3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion ProcessCode1
Parametric Surface Constrained Upsampler Network for Point CloudCode1
Point Cloud Diffusion Models for Automatic Implant GenerationCode1
Improving the quality of dental crown using a Transformer-based method0
Are All Point Clouds Suitable for Completion? Weakly Supervised Quality Evaluation Network for Point Cloud Completion0
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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