Trinamool Congress chief Mamata Banerjee and DMK President M Karunanidhi, a key ally of Congress-led UPA,will not attend the dinner today to be hosted by Prime Minister Manmohan Singh for UPA-II MPs and leaders to mark the coalition's three year in office at the Centre.