Protein binding sites are the critical regions on a protein's surface where it interacts with other molecules, such as DNA, RNA, or small ligands. Understanding these binding sites is fundamental to numerous applications in biology and medicine, from drug discovery to understanding disease mechanisms. However, predicting these binding sites accurately remains challenging due to protein…