The escutcheon plate is not intended to hide the pipe, but more so just to provide a smooth transition from pipe to floor or pipe to wall, wherever your pipes come out to connect to the radiator. It is essentially a ring that wraps around your pipe and lays flat to hide the hole that was made in the floor/wall for the pipe to come through.