Is Retrieval All You Need? Assessment and Emergence of Novelty in Protein Structure Generation
RetFold is proposed, a zero-training baseline that constructs backbones by retrieving CATH domains and refining inter-domain connections through geometry-based helix-linker optimization, at two orders of magnitude lower cost on CPU alone.