ResearchBenchmarksMaterial Property Prediction on Matminer 2D Formation Energy (eV/atom) (5-split average)Material Property Prediction on Matminer 2D Formation Energy (eV/atom) (5-split average)Follow0.0495MAE (eV/atom)MoMa0.044720.0769850.109250.141515Feb 21, 2025Evaluation resultsMethodMethodLinksMAE (eV/atom)MoMaVariant=FullVariant=Full2025.020.0495MoE-(18)2025.020.106MoMaVariant=AdapterVariant=Adapter2025.020.112UMAModel Variant=UMA-MediumModel Variant=UMA-Medium2025.020.12JMP-FTTraining Protocol=Fine...Training Protocol=Fine-tuning2025.020.125JMP-MTTraining Protocol=Mult...Training Protocol=Multi-task2025.020.14CGCNN2025.020.169