Mean absolute error (eV/Å) of an ML interatomic potential's predicted atomic forces compared to DFT reference calculations. The primary accuracy benchmark for neural network potentials. CHGNet achieves ~30 meV/Å on MPtrj test set; lower values indicate more accurate molecular dynamics trajectories.