ResearchBenchmarksGraph Neural Force Field Prediction on MD22 Ac-Ala3+DHAFollow1.98Force RMSEJoint FT1.79723.03114.2655.4989Jun 2, 2026Evaluation ResultsMethodMethodLinksForce RMSEEnergy RMSEJoint FTBackbone=M3GNetBackbone=M3GNet2026.061.980.06GFFMergeBackbone=M3GNetBackbone=M3GNet2026.062.540.06Joint FT SBBackbone=M3GNetBackbone=M3GNet2026.062.980.07Wt AvgBackbone=M3GNetBackbone=M3GNet2026.064.962.46FisherBackbone=M3GNetBackbone=M3GNet2026.064.962.58EMRBackbone=M3GNetBackbone=M3GNet2026.066.367.35TIESBackbone=M3GNetBackbone=M3GNet2026.066.551.07