Rachel, 35, and Jake, 33, are filming Southpaw in Pittsburgh, Pennsylvania and were snapped having meal together at a local eatery called Meat And Potatoes, reported Radar online. (Also Read: Jake may also star in Demolition)
Rachel previously dated Michael Sheen. She had a long term romance with her The Notebook co-star Ryan Gosling.
Meanwhile, Jake's high-profile relationships include Kirsten Dunst, Reese Witherspoon, Taylor Swift, Alyssa Miller and Natalie Portman.