Instance-based evaluation measures the EL performance at a fine-grained IE resolution, which can support the development of advanced IE tasks.
to the first metric, the PRF scores are calculated based on the sums of TP, TN, FP and FN for all instances in the test dataset; we further consider whether the boundary matches that of the linked KB entry's mention.