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홈뉴스연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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Surface Normals Estimation On Pcpnet

평가 지표

RMSE

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름
RMSE
Paper TitleRepository
Nesti-Net12.41Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks
Hsurf10.11HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces
AdaFit10.76AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds
MSECNet9.76MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning-
GraphFit10.26GraphFit: Learning Multi-scale Graph-Convolutional Representation for Point Cloud Normal Estimation
DeepFit11.8DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares
NeAF10.22NeAF: Learning Neural Angle Fields for Point Normal Estimation
Iter-Net11.84Deep Iterative Surface Normal Estimation
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