The invention discloses a forming method for a foam aluminum part with a complex curved face. The forming method includes that steps that S1, a stamping die is provided, and the stamping die includesa convex die, a concave die, and a heating assembly; S2, two stacked metal plates are provided, a foaming agent and a stabilizer are evenly distributed between the two metal plates, and stirring friction welding is adopted to conduct multi-pass welding treatment on the two stacked metal plates to obtain a foam aluminum prefabricated body; S3, a heating mechanism or the heating assembly using the stamping die is provided to heat and insulate the foam aluminum prefabricated body in the S2; and S4, the heated foam aluminum prefabricated body is transferred to the stamping die, die closing is carried out, the foam aluminum prefabricated body is subjected to stamping and forming, die opening is carried out, the convex die is moved to be at a distance from the concave die, and the heating assembly is started to heat the foam aluminum prefabricated body, so that the foam aluminum prefabricated body completes remaining foaming action to obtain the foam aluminum part with the complex curved face. According to the forming method for the foam aluminum part with the complex curved face, not only can any desired curved face forming parts be formed, but also the whole process has short durationand low cost.