The heat-shrinkable cylindrical label of the present invention comprises a cylindrical body formed a heat-shrinkable film into a cylindrical form, and a resin layer laid on a partial region of the cylindrical body, wherein the heat-shrinkable film is a film having a heat shrinkage ratio of 30% or more when the film is heated to 85° C. and having a shrinkage stress of 6.5 MPa or less when the film is heated to 85° C., and the resin layer is a layer which does not substantially deform when the layer is heated to 85° C.In a cylindrical-label-attached article, wherein the cylindrical label is shrunk by heat to be fitted to an article, the regions where the resin layer is formed rise up as a three-dimensional pattern in a convex form.