The story
From the way the dough is dropped onto cooking sheets for baking.
Etymology from Wiktionary, CC BY-SA 4.0.
drop cake
Today it means: A baked confection made by dropping sweet dough by spoonfuls onto a cooking sheet and baking. Full definition →