ResearchBenchmarksCatalysis Prediction on OC20 Total Energy ID (val)Follow32.6Energy MAEUMA-L31.3639.7348.156.47Mar 1, 2026Evaluation ResultsMethodMethodLinksEnergy MAEForces MAEForce Cosine SimilarityUMA-LModel size=LargeModel size=Large2026.0332.6120.77UMA-MModel size=MediumModel size=Medium2026.0343.115.80.73UMA-SModel size=SmallModel size=Small2026.0363.624.10.63