A heat shrinkable rubber or plastic tube is obtained by, for example, a method wherein a rubber or plastic such as polyethylene, polyvinyl chloride, polyester, or ethylene propylene rubber is melted and extruded in a tubular form, the obtained tube is irradiated with an electron beam to be crosslinked; and the crosslinked tube is stretched at a temperature which is lower than the melting point of