The invention provides a method for eliminating rapid tensile strain marks of a cold-rolled sheet for stamping, which comprises the following steps of: steelmaking: smelting into molten steel by adopting a 150t oxygen top-bottom combined blown converter; RH refining, wherein the RH vacuum treatment time is not shorter than 25 min; continuous casting is conducted, and whole-course protection casting is adopted; the thickness of a continuous casting slab is 210 mm or 230 mm, and the pulling speed of a slab is 0.9-1.1 m/min; hot continuous rolling is carried out, the heating temperature of the slab is 1200-1230 DEG C, the finish rolling temperature is 890-910 DEG C, and the coiling temperature is 680-700 DEG C; the cold rolling production process comprises the following steps: continuous rolling is conducted by 5 racks, wherein the cold rolling reduction rate is 80-87%; a continuous annealing production process is carried out: the temperature of a heating section is 820 +/-5 DEG C, the temperature of a soaking section is 820 +/-5 DEG C, the temperature of a slow cooling section is 660 +/-10 DEG C, the temperature of a rapid cooling section is 420 +/-10 DEG C, the temperature of an overaging section is 400 +/-10 DEG C, the time of the overaging section is not less than 200 s, and the flattening elongation is 0.8-1.6%; and the metallographic structure of a cold-rolled sheet DC03 for stamping is ferrite and cementite. By means of the method, the cold-rolled sheet DC03 for stamping can be produced from ultra-low carbon steel components, and the method is simple in operation process, stable in product performance and good in stamping machining performance.