The invention provides a torque wrench capable of maintaining accuracy of torque value, comprising a tube; and a rod, a trip mechanism, an elastic element, and an adjustment mechanism installed on the tube. The adjustment mechanism has a handle and a moving member, when the handle is rotated, the moving member can be driven to displace along a longitudinal direction of the tube, so as to change an elastic force exerted by the elastic element to the trip mechanism; an adjustment rod is threadedly connected into the moving member, rotating the adjustment rod is capable of displacing the adjustment rod relative to the moving member, so that a front end of the adjustment rod protrudes from the moving member and exerts pressure on the elastic element. Thereby, the torque wrench can be restored to a correct torque value by simply rotating the adjustment rod.