SOTAVerified

Point Cloud Completion

Papers

Showing 5160 of 174 papers

TitleStatusHype
P2M2-Net: Part-Aware Prompt-Guided Multimodal Point Cloud CompletionCode0
BonnBeetClouds3D: A Dataset Towards Point Cloud-based Organ-level Phenotyping of Sugar Beet Plants under Field Conditions0
Three-Filters-to-Normal+: Revisiting Discontinuity Discrimination in Depth-to-Normal Translation0
LiDAR-based Person Re-identificationCode1
VET: Visual Error Tomography for Point Cloud Completion and High-Quality Neural RenderingCode1
Fine-Tuning Generative Models as an Inference Method for Robotic TasksCode0
PointSSC: A Cooperative Vehicle-Infrastructure Point Cloud Benchmark for Semantic Scene CompletionCode1
LiDAR Data Synthesis with Denoising Diffusion Probabilistic ModelsCode1
DR-Pose: A Two-stage Deformation-and-Registration Pipeline for Category-level 6D Object Pose EstimationCode1
Compositional Semantic Mix for Domain Adaptation in Point Cloud SegmentationCode1
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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