ResearchBenchmarksFormation Energy Prediction on Li-Ge Relaxed (train)Formation Energy Prediction on Li-Ge Relaxed (train)Follow0.997R^2EELM-MRFO-LF0.988680.990840.9930.99516May 16, 2026Evaluation resultsMethodMethodLinksR^2EELM-MRFO-LFTime (s)=1198.1Time (s)=1198.12026.050.997ELM-PSOTime (s)=1042.5Time (s)=1042.52026.050.996EELM-MRFOTime (s)=1108.2Time (s)=1108.22026.050.996ELM-GATime (s)=1150.3Time (s)=1150.32026.050.995ELM-WOATime (s)=1158.8Time (s)=1158.82026.050.994ELMTime (s)=24.22Time (s)=24.222026.050.989