Human judgments of semantic distance are less consistent on verb-pairs than on noun-pairs, as reflected in inter-rater agreement measures in Resnik and Diab (2000) and others).
not surprisingly, the scores of almost all measures are lower for the verb data than the RG-65 noun data.