The International Monetary Fund has predicted a "soft landing" for Australian house prices even though it says the market is still between 5 and 15 per cent overvalued.

The Washington-based institution endorsed "multi-pronged" measures that Australian authorities have used to take the heat out of the house price boom, including the Australian Prudential Regulation Authority's controls on risky home lending.