Katie Holmes and Jamie Foxx may actually be together after all as they were spotted out together on Tuesday in New York City. The couple showed some affection for each other as they held hands as Holmes daughter, Suri, walked along with them.

Holmes sported a casual style dressed in a gray fleece paired with baggy sweatpants the same color. She also wore a baseball cap and oversized sunglasses. A leather bag was effortlessly draped across her shoulder, and white striped sneakers completed the outfit.

Foxx wore all black with a T-shirt, jeans, and leather coat. He also donned a pair of shades.

The rare PDA display from the pair may help dispel the rumors that the couple has split as Foxx announced in February to an audience during a performance that he was “single.” Rumors also swirled that Foxx, 51, was cheating on Holmes, 40, with his ex, Kristin Grannis.

Foxx reportedly purchased a $1.7 million home for Grannis and their 10-year-old daughter, Radar Online reported.

Holmes and Foxx are rarely seen together despite dating for six years, which a Us Weekly source said was because “they keep it private and protect it for the most part because they don’t want to disrupt either of their families. Jamie rarely has her over his house and they mostly hang out separately from their kids.”

The couple was also spotted earlier this week with Foxx’s daughter Corinne, where they spent some time at the Westfield Century City Mall, the Daily Mail reported.