Police are investigating an arson attack on a home in the southern Perth suburb of Yangebup.

The front window of a home in Dotterel Way was smashed just before 8:00 pm last night before the house was set on fire.

No one was home and neighbours put out the fire with a garden hose.

They have reported seeing people fleeing the scene in a red Ford sedan.