Bloom was photographed naked during a beach outing here on Wednesday, reports nydailynews.com.
In some photographs, Bloom was seen stripping off his swimming trunks before taking a dip in the water with Perry.
The couple went for a racy voyage on a paddleboard. Perry didn't seemingly care when her boyfriend was fully naked behind her.
The couple was later photographed hugging and kissing. The star of "The Hobbit: The Battle of the Five Armies" was also seen spraying sunscreen on his girlfriend before she went swimming. The pair weren't alone during their outing as other beachgoers were spotted sunbathing in the area.
Bloom and Perry were first linked in January 2016 after they were spotted flirting at a Golden Globes after-party.