SOTAVerified

Point Cloud Completion

Papers

Showing 5175 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
Rotation-Invariant Completion Network0
Fine-grained Text and Image Guided Point Cloud Completion with CLIP Model0
High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers0
P2C: Self-Supervised Point Cloud Completion from Single Partial CloudsCode1
PG-RCNN: Semantic Surface Point Generation for 3D Object DetectionCode1
SVDFormer: Complementing Point Cloud via Self-view Augmentation and Self-structure Dual-generatorCode1
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images0
Hyperspherical Embedding for Point Cloud CompletionCode1
Point-Cloud Completion with Pretrained Text-to-image Diffusion ModelsCode1
Learning Geometric Transformation for Point Cloud CompletionCode1
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
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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