ResearchBenchmarksEnergy and Force Prediction on Ag∪Au-PBE DPA2 (test)Energy and Force Prediction on Ag∪Au-PBE DPA2 (test)Follow1.1Energy RMSE (meV/atom)DPA3-L24-13.6285.74185.1284.46Mar 2, 2026Evaluation resultsMethodMethodLinksEnergy RMSE (meV/atom)Force RMSE (meV/A˚)DPA3-L242026.031.110.9MatRIS-M2026.032.510.7eqV2non-conservative force...non-conservative force prediction=true2026.0323.44.4NequIP2026.0342.343.8GemNet-OCnon-conservative force...non-conservative force prediction=true2026.031068MACE2026.03369.134.5