As seen from the table, Meteor is the automatic metric exhibiting the largest ranking prediction capability, followed by BLEU and NIST, while our proposed AM-FM metric exhibits the lowest ranking prediction capability.
it still performs well above random chance predictions, which, for the given average of 4 items per ranking, is about 25% for best and worst ranking predictions, and about 8.33% for both.