The present invention belongs to the field of display technology, particularly relates to an attaching device and a corresponding attaching method for forming a curved display panel. The attach device is used for a curved surface attachment between a display substrate and a touch substrate, comprises a base station, a curvature adjusting bench and an attaching roller, wherein, the base station is fixed, the curvature adjusting bench includes a plurality of sub-benches with different heights and being capable of moving with respect to each other within the base station, the plurality of sub-benches are used for making the display substrate and the touch substrate to be attached, which are provided within the base station and located on the curvature adjusting bench, have a preset curvature, the attaching roller is used for rolling on the display substrate and the touch substrate to be attached to form a curved display panel.