The youngest age at which most colleges label an individual as a returning adult student is

At 25 years old. This is due to the fact that between 18 and 24 years  it is considered that they are going through the stage of emerging adulthood, at this stage they still do not acquire the maturity and responsibilities of adulthood and they are still in decision-making process.

I hope my answer can help you.