Efforts have been made to create standard metrics (Papineni et al., 2001;Lin, 2004;Denkowski and Lavie, 2014;Vedantam et al., 2014) to help advance the state-of-the-art.
most such popular metrics, despite their wide use, have serious deficiencies.