The present application provides a method of manufacturing an array substrate, the array substrate, and a display device. In the method, a photoresist layer is removed by a plasma cleaning technique after performing etching to prevent a gate electrode of the array substrate from contacting a stripping solution, thereby preventing a metal layer of the gate electrode from being corroded by the stripping solution.