Before revision:  The experimental results and empirical analyses show that existing ED methods cannot achieve promising results  as on the small datasets, which suggests ED in real world remains a challenging task and requires further research efforts.
After revision:  The experimental results and empirical analyses show that existing ED methods cannot achieve promising results on MAVEN as on the small datasets, which suggests ED in real world remains a challenging task and requires further research efforts.