Sources close to the couple told the New York Daily News that the pair's busy schedule has them living completely separate lives.
Berry currently lives in Los Angeles and spends most of her time shooting her new CBS series Extant, while Martinez has been busy working on his guest-star role on ABC's Revenge.
The couple, who once were a prominent target for paparazzi, have not been photographed together in months. What's more, Berry was spotted without her wedding ring at a post-Oscars party.
The couple's last public appearance took place on December 7 when they attended a performance of The Lion King at the Pantages Theater in Hollywood.
Berry, 47, and Martinez, 48, have a months-old son named Maceo. The couple married in July 2013 at Chateau des Condé in Vallery, France. Berry also has a 6-year-old daughter from her relationship to model Gabriel Aubry.
2014: The Year in Fashion [PHOTOS]