The invention provides a membrane building structure. The membrane building structure comprises a first membrane material, a second membrane material and a middle supporting piece. The first membrane material and the second membrane material are arranged at intervals, and an interlayer is arranged between the first membrane material and the second membrane material; and the middle supporting piece is arranged between the first membrane material and the second membrane material and used for preventing the first membrane material and the second membrane material from being attached to each other. According to the membrane building structure, the structure is simple, the negative pressure interlayer is arranged between the two membrane materials, air in the interlayer is rarefied, therefore heat transmission between the interior and the exterior of a membrane building caused by the air heat conduction effect is greatly reduced, in summer, a large amount of external heat input into the membrane building can be effectively reduced, and in winter, outward conduction of heat in the building can be effectively reduced. Therefore, energy consumption is reduced, and the membrane building structure is more economical and environment-friendly.