Fire crews needed to use the jaws of life to extricate the victims from the car that crashed in the 17300 block of Pacific Coast Highway just before 8 p.m.
They were transported to a local trauma center, according to the Los Angeles Fire Department.
The intersection at Pacific Coast Highway and Sunset Boulevard was shut down after the incident, police said.