It seems that fans who have been holding their breath for Emma Stone and Andrew Garfield to rekindle their romance can finally exhale. All hope is not lost for the couple's relationship!

The couple was spotted spending what appears to be a romantic day in each other's company.

They began by taking a trip to the gym in West Hollywood and later going to lunch together at Hugo's restaurant.

Other evidence that the couple may be back on came from photos of them together at the Troubadour in Los Angeles, where they arrived and left together in the same vehicle.

Garfield even brought the car around to the back of the restaurant so that Stone could get in quickly in an effort to shield her from waiting paparazzi.

This reunion occurs only days after the couple was seen holding hands in Malibu, while spending the day at Malibu Farm and enjoying a meal together there as well.

At the time that the couple split, many reports said that things were over for good.

"Emma ended things and moved back to LA. It's finished. It's not just a break," said Us Weekly.

However, based on the amount of time the two are spending together they may have changed their minds.

Even when they were allegedly split, there was evidence that they might get back together, such as Stone being photographed carrying a shopping bag with Garfield's name on it.

Stone and Garfield is a notoriously private couple, so the only way to get confirmation that they are back on is from them.