The invention discloses a method for rapidly sintering fully stabilized zirconia powder under low temperature and normal pressure, which belongs to the field of fine chemical engineering. The method includes the steps of zirconium salt and stabilizer mixing, coprecipitation, washing, drying, heat treatment, mixing with molten salt solution, drying, grinding, dry pressing, calcination and the like. By introducing trace molten salt into the fully stabilized zirconia powder and utilizing the molten salt to form liquid phase under low temperature, while promoting the grain boundary diffusion of the powder, the method inhibits the grain boundary migration of the powder, consequently, the contradiction between densification and grain coarsening in the process of sintering the fully stabilized zirconia powder is solved, and the normal-pressure rapid sintering of the fully stabilized zirconia powder under low temperature is realized; in addition, cations in the molten salt get into the ZrO2 crystal lattice by doping, consequently, the ZrO2 crystal form is further stabilized, and the properties of the material are further improved; the average bending strength of the obtained sintered body is greater than 450Mpa, the theoretical density is greater than 93 percent, and the grain size is between 425nm and 520nm.