Ben Affleck recently appeared stressed on the set of his new movie "Live By Night" after reports surfaced his estranged wife Jennifer Garner was hanging out with a new man.

According to Radar Online, the Academy Award-winning actor sported a black eye around the set sporting a black eye. Sources also told the website the 43-year-old Affleck appeared "stressed" as he made his way around the 1920s-themed production.

The two Hollywood A-listers announced earlier this summer that they were pulling the plug on their 10-year union amid rumors that the 43-year-old Affleck had engaged in an affair with the family's much younger nanny Christine Ouzounian.

But more recently, the pair were reported to be in couple's counseling and perhaps on the way to working things out. Some media outlets even reported Garner was pregnant with what would be the couple's fourth child.

However, Garner took their kids out for a night of trick or treating on Halloween night with what Radar described as a "mysterious gentleman," who appeared not to be a stranger to any of her children. In addition, Garner was recently spotted wearing her engagement ring on her middle finger, a move many onlookers took as an overt shot at her soon-to-be ex-husband.

Affleck has made little secret he hopes for a reconciliation and a chance to save his family. He went so far as to change his cell phone number to avoid all contact with Ouzounian, who was rumored to be considering entering the world of reality TV in an attempt to take advantage of her newfound celebrity.

Affleck and Garner are the parents of 9-year-old Violet, 6-year-old Seraphina and 3-year-old Samuel.