This project built on Brain-Score, a platform which curates a neural and behavioral measurements from primate neuroscience experiments and facilitates its use in evaluating computational models of the brain’s visual system. Specifically, the aims were to contribute software to enable Brain-Score to work with temporal video data on top of the existing static image input; and to curate existing temporal datasets to make them accessible for reproducible model evaluations. We achieved our objectives of adapting Brain-Score to temporal data and curating datasets for model evaluations. Our community is already utilizing these new functionalities via Brain-Score which is leading to interesting new science.