Formation Energy On Jarvis Dft Formation

MAE

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	MAE	Paper Title	Repository
CGCNN	0.063	-	-
CartNet	0.02705	A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation	-
SchNet	0.045	SchNet: A continuous-filter convolutional neural network for modeling quantum interactions	-
ALIGNN	0.0331	Atomistic Line Graph Neural Network for Improved Materials Property Predictions	-
Matformer	0.0325	Periodic Graph Transformers for Crystal Material Property Prediction	-
PotNet	0.0294	Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction	-

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