"Catch Me" is about Lee Ho-tae (Joo Won) who meets the first love of his dreams, Yoon Jin-sook (Kim Ah-joong) for the first time in ten years but is shocked to find out she's a hit-and-runner.
The chief of Sampo City Police Office, Seung-u, organizes a simulation of a bank robbery, but a by-the-book cop gets too caught up in the role playing in which the simulation doesn't go the way he had anticipated.