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Surface Normals Estimation On Pcpnet

Métriques

RMSE

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	RMSE	Paper Title	Repository
Nesti-Net	12.41	Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks
Hsurf	10.11	HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces
AdaFit	10.76	AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds
MSECNet	9.76	MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning
GraphFit	10.26	GraphFit: Learning Multi-scale Graph-Convolutional Representation for Point Cloud Normal Estimation
DeepFit	11.8	DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares
NeAF	10.22	NeAF: Learning Neural Angle Fields for Point Normal Estimation
Iter-Net	11.84	Deep Iterative Surface Normal Estimation

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