The couple reportedly started romancing on the London set of director Lars Von Trier's latest film 'Nymphomaniac'. The two were at ease with each other, as Goth sat back and relaxed in LaBeouf's arms, Daily Mail reported.
Although the 26-year-old actor was in a relationship with stylist Karolyn Pho when he first signed on to the movie, reports of the couple's split started circulating in November.
Goth and LaBeouf share real life sex scenes in the controversial film, which follows a self-diagnosed nymphomaniac describing her erotic experiences to the man, who saved her after a violent assault.
According to reports, a source close to the actor said that LaBeouf believes Goth is "a female version of him."