Former Wrestling Federation of India (WFI) chief and ex-BJP MP Brij Bhushan Sharan Singh was acquitted on Monday in the sexual harassment case filed by women wrestlers against him nearly three years after the controversy first erupted with the wrestlers' protest at Jantar Mantar.