ResearchBenchmarksMaterial Property Prediction on Matminer Formation Enthalpy (eV/atom) (5-split average)Follow0.0839MAE (eV/atom)MoMa0.0795360.1089930.138450.167907Feb 21, 2025Evaluation ResultsMethodMethodLinksMAE (eV/atom)MoMaVariant=FullVariant=Full2025.020.0839MoE-(18)2025.020.0949JMP-MTTraining Protocol=Mult...Training Protocol=Multi-task2025.020.134MoMaVariant=AdapterVariant=Adapter2025.020.158JMP-FTTraining Protocol=Fine...Training Protocol=Fine-tuning2025.020.168UMAModel Variant=UMA-MediumModel Variant=UMA-Medium2025.020.192CGCNN2025.020.193