Los Angeles police said the suspects ran into the home near Venice Boulevard and South Highland Avenue around 12:30 a.m.
A resident was able to run out of the home, authorities said.
Venice Boulevard was blocked off from South La Brea Avenue to San Vicente Boulevard during the police activity.
The suspects were taken into custody around 6:50 a.m., police said.