Nope! And unlike German chocolate cake, Black Forest cake actually is German. Black Forest cake is based off of a German dessert called Schwarzwälder Kirschtorte, or Black Forest cherry torte. It features layers of chocolate sponge cake, a sweet-tart cherry filling, and whipped cream.