The most common form of parser evaluation is to apply the Parseval metrics to phrase-structure parsers based on the Penn Treebank, and the highest reported scores are now over 90% (Bod, 2003;Charniak and Johnson, 2005).
it is unclear whether these high scores accurately reflect the performance of parsers in applications.