A method for fabricating semiconductor device is disclosed. The method includes the steps of: providing a substrate; forming a dummy gate on the substrate; forming a contact etch stop layer on the dummy gate and the substrate; performing a planarizing process to partially remove the contact etch stop layer; partially removing the dummy gate; and performing a thermal treatment on the contact etch stop layer.