corn cake corn·cake uncommon noun 1. baked in a pan or on a griddle (Southern and Midland) Synonymscorn cake Related words Broader terms cornbread WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.