Regarding to the current demand of high-performance metal components with complex curved surface which are widely used in aerospace vehicles, the novel precision forming technologies are developed and employed including the short-process blanking of blade parts, granular media filler assisted push bending method for large diameter thin-walled bent tubes and high-energy impact hydroforming of complicated sheet part. In addition, the state-of-the-art of these technologies is introduced from the aspects of process principles, machine, tools， and typical applications.