Huang et al. proposed a method for grouping auxiliary molecular datasets to enhance performance on the target dataset. They utilized the Task2Vec method for determining the distance between tasks, and subsequently used this distance, in combination with structural distance, for grouping auxiliary tasks. Despite being a promising approach, the reported correlation between relative improvement in performance and task distance is not substantial.