A man entered the Subway store on the Dublin Road carrying a screwdriver at about 10:15 BST on Sunday.
He threatened a staff member before making off with a sum of money.
It is understood that members of the public stopped the man before he was later arrested by the police.
A 30-year-old man has been arrested following an armed robbery at a fast food outlet in Belfast after he was stopped by members of the public.