The Sun newspaper reports that the 18-year-old broke a 'golden rule' of the show and will no longer be competing.
It is not yet known what the reason for his axing is but he's said to be upset about the news.
A source told the newspaper: 'Frankie is devastated but he has broken a golden rule so producers had no option but to axe him. He had an extra boost from being kept in at the weekend when he thought he was going to go.
'But now his dream is officially over and he only has himself to blame.'