Despite the utility of D-MAE and RMSD in evaluating how closely a predicted TS geometry matches a reference, these metrics are not chemically meaningful in isolation. While understanding the exact structure of a TS aids in elucidating reaction mechanisms, it provides limited practical value for predicting reaction outcomes. A more informative metric is the activation energy barrier associated with the TS, which is directly relevant to reaction feasibility and kinetics. 8