A non-drying label with thermal paper, includes: thermal paper, forming a material of an upper surface of the non-drying label, having a first back adhesive layer; bottom paper, provided at lowest of the non-drying label, having a bottom spacing layer; and bearing paper, provided between the thermal paper and the bottom paper, having a second back adhesive layer. The thermal paper and the bottom paper adheres to the bearing paper via the back adhesive layers. An upper surface of the bearing paper has an information area, wherein the information area is applied with the parting silicone oil to form a transparent or translucent film spacing layer covered with the image and text information, and a joining area for adhering to the thermal paper via the first back adhesive layer, wherein the thermal paper is divided into a plurality of detachable portions corresponding to different areas of the bearing paper.