The similarity scores used by HiMap are customizable. As the default behavior, HiMap uses the similarity scores calculated by LOMAP based on chemical and methodological metrics . HiMap can also read alternative metrics such as 3D shape information, Tanimoto scores, or ligand binding mode information. For example, a user performing RBFE ligand binding simulations could incorporate 3D binding mode information.