Raw chicken is pink in color and less than 2 studs in length. It gives 10 hunger like the Cooked version does, but it takes away 25 vitality.
Cooked chicken looks like Raw Chicken except for the color. It is not often seen in-game. These are not in particular valued because they only restore ten hunger points unless you are mass-producing them.