The sale of "Study of Portrait II" could mark a record for the artist as well, the Times of London reported.
The painting was on display for the first time since 1963 at Christie's auction house on Monday.
Christie's described the painting as one of Bacon's most important works to appear at auction. The record for one of the artist's works is $15 million, set at New York's Sotheby's in November.
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