We compare di erent partial charge assignment methods across our 5 sets of Protein-Ligand Benchmark (PLB) molecules (Section 2.1) and find that slightly di erent charging methods can result in substantially di erent partial charges for a molecule. For clarity, we will refer to the unique set of partial charges assigned to each atom in a molecule as a partial charge set.