A stripped screw in wood will likely be flush with the material or slightly lower than the surface, so using a stripped screw extractor is your best bet to retrieve the screw.

If some of the more DIY methods below don't work, professional contractors use screw extractor sets to remove stripped screws. Extractors are a special style of double-sided drill bit.