(2004) found that the Jiang-Conrath and Lesk measures gave the best accuracy in their task of finding predominant word senses, with the results of the two being "comparable" but Jiang-Conrath being far more efficient.
corley and Mihalcea (2005) found little difference between the measures when using them in an algorithm for computing text similarity.