Leigh won an Oscar for her portrayal of Scarlett O'Hara in the 1939 movie, reported BBC online.
Heritage Auctions said the grey jacket and skirt worn by the actress were among 150 items offered by collector James Tumblin.
He originally bought the outfit for USD 20 from a costume shop.