We assessed the structural properties of the benchmark sets used to evaluate the different docking algorithms selected for our study. In CSKDE95 the number of complexes per reactive protein side chain differs due to data availability. From our filtering procedure, we obtained suitable high-quality structures for cysteine (60 complexes), serine (20), lysine (10), aspartate and Ser (39) reactive side chains.