Surprise, it's technically a "Reverse Isakai". Earth is the "other world", but all travelers see is the restaurant, which has stuff in it which doesn't exist in there world, but not enough of it to totally overwhelm visitors.
It's also a cool "food porn" series. And no, nothing about having your way with chocolate cake, unless "your way" is eating it...