So far, all frameworks above employ model features obtained by encoding the entire target molecule. Chen and Jung argue that chemical reactions take place due to the presence of local functional groups and moieties. Rather than classifying templates based on the entire molecule, the authors assign local templates to a specific atom or bond in the molecule. Their model (LocalRetro) was seen to achieve SOTA performance for the template-based category on the top-k accuracy.