Provided is a method for fabricating a semiconductor device. The method includes forming an interlayer insulating layer on a substrate, the interlayer insulating layer including a first trench; forming a high-k dielectric layer in the first trench; successively forming a diffusion layer and a blocking layer on the high-k dielectric layer; subsequently performing annealing; after the annealing, successively removing the blocking layer and the diffusion layer; forming a first barrier layer on the high-k dielectric layer; successively forming a work function adjustment layer and a gate conductor on the first barrier layer; and forming a capping layer on the gate conductor.