However, in experiment 1 (HMM: POS, Unigram vs CRF: POS, Unigram) we have shown that a CRF model achieves a better performance than an HMM model using the same features.
the real strength of CRFs comes from their ability to incorporate different sources of information efficiently, as is demonstrated in our experiments.