It depends on what they are allergic to, but kids actually can outgrow many food allergies if they completely avoid them (elimination diet) for two or three years. For example, more than 85% of children outgrow allergies to milk, but fewer outgrow allergies to peanuts, tree nuts or seafood. Still, about 20% of children may outgrow their allergy to peanuts.