Catch Me may refer to:
Catch Me! (Joe Pass album), 1963 "Catch Me" (Jeri Lynne Fraser song), a 1960 song written by Sid Tepper and Roy C. Bennett and covered by Cliff Richard "Catch Me" (Miho Nakayama song), 1987 "Catch Me (I'm Falling)", a 1987 song by Pretty Poison Catch Me (TVXQ album), 2012 "Catch Me" (TVXQ song), 2012 "Catch Me", song by Yellow Claw from the 2015 album Blood for Mercy "Catch Me", song by Demi Lovato from her album Here We Go Again "Catch Me", song by Nicki Minaj included as a bonus track on the 2010 album Pink Friday Steal My Heart (film), a South Korean film also known as Catch Me