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ResearchFormerly WizWand

Formation Energy Prediction on The Materials Project 2018.6.1 (test)

0.0182MAE (eV/atom)eComFormer
0.0175660.0215730.025580.029587Sep 23, 2022Feb 13, 2023Jul 6, 2023Nov 27, 2023Apr 18, 2024Sep 8, 2024Jan 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
eComFormer2025.010.0182
iComFormer2025.010.0183
PotNet2025.010.0188
Matformerretrained=true2022.090.021
Matformer2025.010.021
ALIGNNretrained=true2022.090.022
MEGNETretrained=true2022.090.03
CGCNNretrained=true2022.090.031
SchNetretrained=true2022.090.033
GATGNNretrained=true2022.090.033