We report two measures, <cite>ACC whole</cite> and <cite>ACC avg</cite> , both introduced in <cite>Wang et al. (2019)</cite> . <cite>ACC whole</cite> measures accuracy on the test set of all tasks and gives a balanced measure of model performance on both observed (seen) and unobserved (unseen) tasks, and is the primary metric we report for all experiments.