Table 5 clearly shows that ZAP fails to transfer many predicates, perhaps because it has unreliable (or no) word-alignment probabilities for infrequent predicates and it is not fine-tuned for this domain (it was trained on Europarl).
also the argument scores are very low, since for each predicate it misses, the system cannot recover any arguments.