'Antarctic' and 'Arctic' are adjectives, referring to regions below or above a specific latitude. 'The Antarctic' is everywhere south of 66.5 degrees.
'Antarctica' is a proper noun, as it is the name of the continent. There is no equivalent continent in the Arctic, so there is no equivalent name.