FIFA's website: Green Point Stadium.
I notice the (crap) British commentators on SuperSport also call it Green Point Stadium. Everything within the city itself, FIFA excluded, refers to the stadium as Cape Town Stadium.
Cape Town government's website: The city's 2010 FIFA World Cup™ stadium...