All embeddings perform better than guessing, indicating that there is at least some coherent structure captured in all of them.
the best performing embeddings at this task are TSCCA, CBOW and GloVe (the precision mean differences were not significant under a random permutation test), while TSCCA attains greater precision (p < 0.05) in relation to C&W, H-PCA and random projection embeddings.