The 35-year-old actor apparently began romancing Cloepfil after the duo met on the set of a video project in Los Angeles, reported New York Daily News.
Franco, who is believed to be an art enthusiast has previously romanced actresses like Ahna O'Reilly, Marla Sokoloff and Ashley Benson.