The inconsistency of automatic evaluation and human evaluation lead to a suspect that these hand-crafted metrics lack the ability to fully evaluate stories' quality due to the complicated characteristics of the stories.
we conduct experiments to analyze and discuss the defects of the automatic metrics in section 4.2.