The first is the ACE 2005 Multilingual Training Corpus (Walker et al., 2006) that was annotated for 33 different event types.
if a is the number of sentences correctly classified by a system to class i, b is the total number of sentences classified to class i by a system, and c is the total number of human-annotated sentences in class i.