Lady GaGa's exit from a Paris hotel today was about as low-key as we've come to expect from the walking art project.

The flamboyant singer left Tremoille hotel dressed in a pair of satin panties over fishnets, and a fitted jacket with nothing underneath.

GaGa - who recently branded speculation about her gender "ridiculous" - accessorised her uniform with lace gloves, a captain's hat and green 3D-style specs.

An officer and a gentleman?

GaGa style!