Sri Lankans on Thursday voted in large numbers in the bitterly contested presidential election in which incumbent Mahinda Rajapaksa is seeking a record third term against his friend-turned-foe Maithripala Sirisena, with an unusually high voter turnout in Tamil and Muslim areas.