The best SemEval-2014 system obtained an accuracy of 84.57  and other heavily engineered, finely-tuned systems (Beltagy et al., 2016;Yin and Schütze, 2017) reported up to 3% points of accuracy improvement since then.
our results are still below the state of the art.