In EN-comp, all differences between the two highest Spearman values for each DSM were significant, according to Wilcoxon's signrank test, except for PPMI-thresh, whereas in FR-comp and PT-comp they were significant only for PPMI-TopK and lexvec.
note that the top two results are often both obtained on representations based on lemmas.