Data are characterization and evaluation scores and measures collected during the curation of the National Fruit Collection (pear collection). Data were largely collected in line with the published ECPGR Characterization and Evaluation Descriptors for Pear Genetic Resources with additional locally agreed descriptors. The dataset contains scores across 24 traits from 573 accessions.