What is worth noting is that the number of sentences at levels 4 and 5 in terms of fluency and adequacy are much higher in case of the model that uses semantic relations.
the use of semantic relations, in combination with syntactic reordering, produces many more sentences that are reasonably or even perfectly fluent and convey most or all of the meaning.