For the majority of results, MEGAM performed roughly comparably to the best of the systems in the table.
it was not statistically significantly different that AUGMENT on: ACE-NER, CoNLL, PubMed, Treebank-chunk-wsj, Treebank-chunk-swbd3, CNN and Treebank-brown.