Three men are on the run after an aggravated break and enter in Sydney’s inner west on Wednesday left two women injured.

A neighbour called emergency services about 4.50am to Henley Marine Drive at Rodd Point, saying two women had been injured after men broke into their home.

Police were told three men broke into the home while three women were sleeping.

Two of the women confronted the men and were assaulted before the men stole car keys and drove away in an Audi A1.

The injured women were taken to Royal Prince Alfred Hospital with non-life-threatening injuries.

Police set up a crime scene at the home and are looking for the three men, described as being of Middle Eastern or Mediterranean appearance.

They are believed to be travelling in the stolen white Audi A1 with the NSW registration CPH-63A.

Police said anyone who sees the men or the car should not approach them but call Triple Zero.