Damn it this is making me hungry. But I guess Earth would predominantly taste of rock and chlorofluorocarbons so I don't know if I'm hungry for Earth or just a gumball with added imagination.
Unless your senses were superhuman, you wouldn't even guess there was sentient life on it. Not worth eating really. But there are many other things one can do with a tiny planet.