A method for manufacturing the thin film transistor, including: forming a gate, an active layer and a gate insulating layer disposed between the gate and the active layer; wherein the gate insulating layer is in a double-layer structure comprising a first gate insulating layer next to the gate and a second gate insulating layer next to the active layer, and one of the first gate insulating layer and the second gate insulating layer is annealed.