Formation Energy On Lips20

MAE

Results

Performance results of various models on this benchmark

Model Name	MAE	Paper Title	Repository
NequIP	26.8	EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations	-
Allegro	33.17	EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations	-
BOTNet	24.59	EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations	-
MACE	14.05	EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations	-

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