ResearchBenchmarksFormation Energy Prediction on Li-Ge Unrelaxed (train)Formation Energy Prediction on Li-Ge Unrelaxed (train)Follow0.996R^2EELM-MRFO-LF0.976240.981370.98650.99163May 16, 2026Evaluation resultsMethodMethodLinksR^2EELM-MRFO-LFTime (s)=1222.3Time (s)=1222.32026.050.996EELM-MRFOTime (s)=1176.9Time (s)=1176.92026.050.994ELM-WOATime (s)=1233.1Time (s)=1233.12026.050.992ELM-GATime (s)=1180.1Time (s)=1180.12026.050.991ELM-PSOTime (s)=1055.5Time (s)=1055.52026.050.99ELMTime (s)=25.01Time (s)=25.012026.050.977