The accident occurred at around 5:45 am local time on Sunday when the captain of a tugboat reported the collision.
Four individuals aboard the pleasure boat were thrown into the sea, and search and rescue efforts located three people who were later confirmed dead.
A 28-year-old male passenger on the pleasure boat sustained minor injuries and was rescued by the tugboat, Xinhua news agency reported.
The Coast Guard was investigating the cause of the collision.