The invention discloses a high-precision punch forming die for a ceiling crossbeam in a bullet train carriage. The high-precision punch forming die comprises a bottom plate and further comprises an ejection structure facilitating part taking, a fixing structure preventing a workpiece from deviating and a positioning structure guaranteeing normal work of a device, two supporting legs are arranged on each of the two sides of the top end of the bottom plate, and a supporting plate is arranged at the top ends of the supporting legs. A lower die base is installed in the middle of the top end of thesupporting plate, side plates are installed in the positions, on the two sides of the lower die base, of the top end of the supporting plate, an empty groove is formed in the center of the bottom endof the supporting plate, the ejection structure is arranged in the empty groove, two third air cylinders are arranged in the position, on one side of each side plate, of the top end of the supportingplate, and top plates are mounted at the top ends of the third air cylinders. A first air cylinder is started to work, thus a transverse plate can be pushed to move, an ejector rod moves upwards, anauxiliary spring deforms till the ejector rod ejects out a machined part, and the structure is beneficial to relieving the burden of workers.