HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Physical Simulations On 4D Dress

평가 지표

Chamfer (cm)

Stretching Energy

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Chamfer (cm)	Stretching Energy	Paper Title	Repository
PBNS_Dress	4.869	0.643	PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation
HOOD_Lower	2.070	0.008	HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics
NCS_Upper	2.112	0.016	Neural Cloth Simulation
PBNS_Outer	4.859	0.107	PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation
PBNS_Lower	1.885	0.107	PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation
HOOD_Outer	5.355	0.011	HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics
PBNS_Upper	2.687	0.040	PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation
NCS_Lower	1.716	0.017	Neural Cloth Simulation
NCS_Outer	4.738	0.025	Neural Cloth Simulation
HOOD_Upper	2.668	0.013	HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics
HOOD_Dress	4.292	0.010	HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics
NCS_Dress	4.548	0.031	Neural Cloth Simulation

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