A mask and a method of manufacturing the same, an evaporation apparatus and a display device are provided. The method includes forming a first photoresist pattern on a substrate, the first photoresist pattern including a plurality of photoresist structures, each photoresist structure including a first surface away from the substrate and a second surface near the substrate, and the size of the first surface being smaller than that of the second surface; forming a metal layer on the substrate with the first photoresist pattern, the metal layer including a plurality of recessed regions and a plurality of raised regions; forming a second photoresist pattern in the recessed regions, an orthographic projection of the second photoresist pattern on the metal layer overlapping with the recessed regions; removing regions of the metal layer not covered by the second photoresist pattern, the second photoresist pattern, the substrate and the first photoresist pattern mask.