Your 15% leveraged return is only true if you have no borrowing costs. If you had a 4% mortgage you would actually be losing 1% the first year.

A leveraged return L = (asset return - ((1- %down) x loan) rate)/%down. With a 4% mortgage that's (3% - ((1 - 20% ) x 4%))/20% = -1%