ResearchBenchmarksComputational efficiency (Training Time) on rMD17 5-Task MixComputational efficiency (Training Time) on rMD17 5-Task MixFollow216.55Training Time (s)GFFMerge159.206546.278933.351,320.422Jun 2, 2026Evaluation resultsMethodMethodLinksTraining Time (s)SpeedupGFFMergeBackbone=M3GNetBackbone=M3GNet2026.06216.557.62Joint FTBackbone=M3GNetBackbone=M3GNet2026.061,650.15—