Using the constructed benchmark set, we evaluated how well different approximate methods resemble the benchmark geometries. All optimizations were initiated at the reference geometry. Table presents the average RMSD between various methods and the reference geometries. It should be noted that the performance of the different methods varies for different systems in the benchmark set. Hence, no general trend can be observed in the RMSD patterns (see Figure in the supporting information).