The longtime couple, who have three children together, were spotted out with their eldest two kids, in Santa Monica, LA.
Earlier this week, the US version of OK! magazine claimed that the couple were on the rocks, with a source reportedly telling them that Ben and Jennifer are “already separated”.
The couple have been spending time apart recently, and Ben recently returned from Toronto, where he was filming Batman scenes for the upcoming ‘Suicide Squad’ movie.
He is also due to start work on the ‘Batman Vs. Superman’ film, which is slated for release in March 2016.
Ben and Jennifer first met on the ‘Pearl Harbor’ set in 2001, and later worked together on ‘Daredevil’ two years later.
After around a year of officially dating, they married in April 2005, and their first daughter Violet was born in December the same year.