The couple was on a family outing in New York, when they were pictured cuddling up outside a restaurant, reported Aceshowbiz.
Jada, 43, who wore a white long-sleeved shirt, gave a hug to her 46-year-old husband, who smiled at her.
The two were enjoying lunch with some friends. The "Focus" actor took to Facebook last month slamming the rumours of trouble in their marriage.
"So, in the interest of redundant, repetitious, over & over-again-ness... Jada and I are... NOT GETTING A DIVORCE!!!!!" he wrote.