Data are characterization and evaluation scores and measures collected during the curation of the National Fruit Collection (plum collection). Data were largely collected in line with the published ECPGR Passport and Priority Descriptors for Plum Genetic Resources with additional locally agreed descriptors. The dataset contains scores across 15 traits from 345 accessions.