Hi,
I feel both words are abbreviation of '青い色の家'
I hear 青い家 frequently, and no problem to understand it correctly.
I hear 青の家 rarely, so some people will understand it as general blue painted hauses, but some people may feel some special house in blue coloured.
I recommend you to use 青い色の家, if you want to avoid unnecessary misunderstanding.