A covered stent comprises a radially compressible inner stent and an outer stent covering the inner stent, the inner stent comprises an inner support skeleton and an inner coating film arranged on the inner support skeleton; and the outer stent covering the inner stent, wherein the outer stent covers at least part of the inner stent, the outer stent comprises an outer support skeleton and an outer coating film arranged on the outer support skeleton, one end of the outer coating film is hermetically connected to the inner coating film, and the resilience of the outer coating film is greater than that of the inner coating film. The inner covering film is relatively soft. The outer covering film can rebound quickly, the outer stent effectively fills the gap between the inner stent and the wall of the lumen, so as to prevent inner leakage.