According to the FBI interview transcript, Depape was in a pair of shorts that had a pocket where he kept his ID. So technically not underwear.
The next question is, was he wearing shorts or long pants entering the house.
Oh, yeah, I’d make sure I brought my ID, when breaking into a house.