Love is sweeter the “nth” time around!

Alright, we’ve all seen this before; we all feel this is so familiar.

Looks like Minka Kelly, 34, and Chris Evans, 35, rekindled their relationship over Labor Day weekend, AGAIN!

Back together again?! Get the latest on #MinkaKelly and #ChrisEvans‘ relationship: http://t.co/t3nIbjPQAM pic.twitter.com/adMxBpxKfx

— Life & Style (@Life_and_Style) September 10, 2015

The on-and-off couple were seen walking their dogs in L.A.’s West Hollywood last Saturday. Minka and Chris were seen walking closely together and later on shared a high five and a good laugh. The Captain America star was dressed casually in jeans and a bicep-baring T-shirt, while Kelly dressed in a sleeveless top and leggings paired with flip-flops.

Back Together? Chris Evans and Minka Kelly look super friendly walking their dogs together: http://t.co/R1Jst3vYyD pic.twitter.com/xZdMODTfxn — AOL.com (@AOL) September 10, 2015

Minka and Chris were enjoying their time together. Do you think they did, in fact, get back together or this is just a friendly walk?

Reportedly, Minka Kelly was also seen last October in Chris’ home for lunch which sparked another rumor that they got back together.

But a source told PEOPLE “It was a just a friendly lunch.”

Friendly walk or not, we all know Minka and Chris had a long and complicated history in their relationship, so there is a big chance that they’ll be back in each other’s arms again.

Minka and Chris started dating on 2007 and broke up the same year, but they got back together on 2012. For the second time they broke up last October 2013.

.@ChrisEvans and @MinkaKelly may be back together again: http://t.co/PGS8WBdt4X pic.twitter.com/FaflTxXPBj

— CELEBUZZ (@CELEBUZZ) September 9, 2015

A source told Us Weekly that distance was a factor in their breakup. “It didn’t make sense for them to be together right now,” the source said “They still care about each other.”

The source said they broke up on friendly terms.

Chris attempted last June to pursue Sandra Bullock and went on to briefly date Lily Collins this past spring.

Minka, meanwhile, was treated to a pricey birthday dinner this past June by a then-newly single Sean Penn.

The couple never talked about their relationship in public though.