Researchers studied women and men using fMRI during wayfinding tasks in a recently learned virtual environment. Men consistently performed better than women. When women were given a drop of testosterone under their tongue, however, their ability to orient themselves along the four cardinal directions improved.
http://www.sciencedaily.com/releases/2015/12/151207081824.htm