ResearchBenchmarksEnergy and force prediction on Guaranteed non-local cumulene Out-of-Domain nc 15 16 (test)Energy and force prediction on Guaranteed non-local cumulene Out-of-Domain nc 15 16 (test)Follow2.6Energy RMSE (meV/atom)MFN(MACE)1.7687.3841318.616Oct 16, 2023Evaluation resultsMethodMethodLinksEnergy RMSE (meV/atom)Force RMSE (meV/A)MFN(MACE)Mechanism=Equivariant MFNMechanism=Equivariant MFN2023.102.637.7MACEMechanism=LocalMechanism=Local2023.101277.1SpookyNetMechanism=Global atten...Mechanism=Global attention2023.1023.487.6