APSyn was tested on the ESL and TOEFL questions, outperforming the Vector Cosine and the co-occurrence, plus several lexicon-based and hybrid models.
the former rely on lexicons or semantic networks, such as WordNet (Fellbaum, 1998), measuring the distance between the nodes in the network.