Cameron Diaz and Stephen Merchant are spending the day on set of their new rom-com.

The co-stars went for a walk near the Hudson River as they filmed scenes for their upcoming yet-to-be-titled movie on Thursday afternoon (March 19) in New York City.

At first, Cameron, 53, wore a gray wool coat over a blush-colored blouse and jeans while Stephen, 51, sported a navy jacket over a blue, plaid button-down shirt and tan pants.

Keep reading to find out more…Later that day, Cameron changed into a black leather trench coat and blue scarf as Stephen wore a tan coat as they filmed additional scenes for the movie.

The upcoming movie follows “a workaholic Brit (Merchant) employed at an upscale New York hotel who needs a wife for appearances. He strikes a deal with a struggling stand-up comic (Diaz) who is desperate for health insurance. Their fake marriage starts as a transaction but ends in an unexpected romance,” according to Deadline.

Along with starring in the movie, Stephen is also directing off a script he co-wrote with John Butler.

If you didn’t see, Cameron will next be starring in the new Apple TV movie Outcome alongside Jonah Hill, Keanu Reeves, and Matt Bomer. Find out more about the movie here!