Third, we have discussed why Recall@N is a better and more consistent evaluation metric than Average rank.
both evaluation metrics suffer from the strictness of the narrative cloze test, which accepts only one event being the correct event, while it is sometimes very difficult, even for humans, to predict the missing events, and sometimes more solutions are possible and equally correct.