No - they would be charged with assisting rape
That's why the newspaper headline is so wrong.
In the UK, under the Sexual Offences Act, rape is defined as the penetration of the vagina, anus, or mouth of another person with a penis without their consent
Note "with a penis" ie rape can only be committed by a biological male.