The invention discloses efficient drying equipment for a crosslinked polymer low-smoke zero-halogen cable material. The efficient drying equipment comprises a drying equipment main body, wherein a quantification bagging mechanism is arranged at one side of a discharge pipe; and the quantification bagging mechanism comprises a quantification barrel, a rotary vertical column, a rotary support, a packaging bag fixing assembly and a traction motor. The efficient drying equipment is simple in structure, reasonable in design, capable of rapidly realizing quantification discharge and bagging for thecable material, accurate in quantification for the cable material, and rapid in location for packaging bags, so that the bagging efficiency is greatly increased, and the packaging bags do not need tobe manually supported; and moreover, the phenomena of scattering on the ground are greatly reduced, and the cleaning cost is greatly lowered, so that the efficient drying equipment has the characteristic of increasing the production and running efficiency thereof.