The eye of round comes from the hindquarters of the cow and is a heavily worked muscle, which means it is very lean and can be tough when not cooked properly. The best way to get a fork tender roast is to pressure cook the eye of round like in this recipe. However, you can also cook it to medium rare as long as you slice it very thin against the grain.