Catalysis of the transfer of sorbose from one side of the membrane to the other. Sorbose is the ketohexose xylo-2-hexulose; L-sorbose is formed by bacterial oxidation of sorbitol. Sorbose is produced commercially by fermentation and is used as an intermediate in the manufacture of ascorbic acid.