GeneSCF will be simple to extract all the terms and corresponding genes as plain text (table format).
I'm just wondering if you checked your search engine first before coming to Biostars?
I just went to google.co.uk, typed
ontology, and the second hit was this: Where can I view or download the complete sets of GO annotations?, i.e., a FAQ page hosted on the Gene Ontology itself.
Best of luck