We expect that the WordNet-based measures will perform poorly when other parts of speech are involved, as those hierarchies of WordNet are not as extensively developed.
our DPC-based measures do not rely on any hierarchies (even if they exist in a thesaurus) but on sets of words that unambiguously represent each sense.