Retrieval of binding sites across the AlphaFold human proteome using protein language model representations
PocketScope is a training-free framework that represents cavity-lining residues using frozen ESM-C 600M embeddings and retrieves related binding sites through exhaustive lateinteraction MaxSim, without pooling or approximate nearest-neighbor search.