ResearchBenchmarksGraph Neural Force Field Prediction on MD17 Aspirin+UracilGraph Neural Force Field Prediction on MD17 Aspirin+UracilFollow1.23Force RMSEJoint FT1.12881.81192.4953.1781Jun 2, 2026Evaluation resultsMethodMethodLinksForce RMSEEnergy RMSEJoint FTBackbone=M3GNetBackbone=M3GNet2026.061.230.04GFFMergeBackbone=M3GNetBackbone=M3GNet2026.061.320.04FisherBackbone=M3GNetBackbone=M3GNet2026.062.030.83Joint FT SBBackbone=M3GNetBackbone=M3GNet2026.062.110.08Wt AvgBackbone=M3GNetBackbone=M3GNet2026.062.381.13EMRBackbone=M3GNetBackbone=M3GNet2026.062.811.8TIESBackbone=M3GNetBackbone=M3GNet2026.063.764.02