Back Together? Chris Evans and Minka Kelly look super friendly walking their dogs together

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Chris Evans and Minka Kelly Back Together?

Friendly exes, or something more?

Chris Evans and Minka Kelly were spotted walking their dogs in West Hollywood, California on Saturday, fueling rumors that the two photogenic stars are back together. If true, this actually wouldn't be the first time the two have rekindled their on-again/off-again relationship -- the 34-year-old Captain America star and the 35-year-old former Friday Night Lights actress reportedly dated in 2007, before getting back together in 2012, then splitting again a year later.

The former couple certainly looked comfortable together while walking their furry friends, at one point, high-fiving one another. Minka also didn't seem to be concerned about being super casual in front of Chris, sporting a simple white tank top, workout pants and going makeup-free.

WATCH: Chris Evans -- 'I'm a Very Romantic Guy'

But just last week, Chris told ETonline he was definitely still single. "That is still the case," he said.

"I consider myself a very romantic guy," he added. "I don't necessarily consider romance to be isolated simply between two people. I'm romantic with my love of music or art or nature. I love things."

Still, Chris and Minka have obviously remained close since their 2013 breakup. This past October, Minka was spotted hanging out with Chris' family at karaoke night at Lavender Asian Cuisine & Bar in his hometown in Massachusetts. "They sat next to each other, they were off in a corner, having drinks and keeping to themselves but still part of the group," an eyewitness told People. "They kept a very low profile. They're really cute!"

In March, Chris was linked to 26-year-old actress Lily Collins after the two were spotted on a dinner date in Los Angeles. However, he was adorably coy about the rumors when ET caught up with him at the Avengers: Age of Ultron premiere in April. "Oh, come on. We're not... we're not, uh, listen, listen, listen, listen," Evans stuttered. "We... we're not gonna give the answers to those questions."

As for Minka, she was rumored to be dating 55-year-old Sean Penn after the two were spotted out to dinner together in June, though she shut down the reports a month later.

WATCH: Chris Evans Is Adorably Coy About All the Lily Collins Dating Rumors

Watch Chris talk about his relationship status to ETonline in the video above.

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Back Together? Chris Evans and Minka Kelly look super friendly walking their dogs together
Presenters Jessica Alba, left, and Chris Evans appear on the stage at the 20th Annual Kids' Choice Awards in Los Angeles, on Saturday, March 31, 2007. (AP Photo/Kevork Djansezian)
Actor Chris Evans poses for photographers as he attends the world premiere of his latest film "Fantastic Four:Rise of the Silver Surfer," in central London, Tuesday June 12, 2007. (AP Photo/Lefteris Pitarakis)
Chris Evans, a cast member in "Push," reacts to flash bulbs as he arrives at the premiere of the film in Los Angeles, Thursday, Jan. 29, 2009. (AP Photo/Chris Pizzello)
Scarlett Johansson, left, and Chris Evans are seen onstage at the Spike TV Guys Choice Awards on Saturday, June 4, 2011, in Culver City, Calif. (AP Photo/Matt Sayles)
Chris Evans, star of "Captain America: The First Avenger," poses at the premiere of the film in Los Angeles, Tuesday, July 19, 2011. The film is to be released on Friday, July 22. (AP Photo/Chris Pizzello)
Actor Chris Evans, from "Captain America", poses for a portrait at the LMT Music Lodge during Comic Con in San Diego, Thursday, July 21, 2011. (AP Photo/Matt Sayles)
Cast member Chris Evans arrives at the premiere of "What's Your Number?" in Los Angeles, Monday, Sept. 19, 2011. "What's Your Number?" opens in theaters Sept. 30, 2011. (AP Photo/Matt Sayles)
Actor Chris Evans and actress Evan Rachel Wood attend the unveiling of "The Ever Changing Face of Beauty" video installation created by fashion photographer Solve Sundsbo at the Park Avenue Armory on Tuesday, Feb. 14, 2012 in New York. (AP Photo/Evan Agostini)
Cast member Chris Evans, from the upcoming film "The Avengers", poses for a portrait in Beverly Hills, Calif., Thursday, April 12, 2012. "The Avengers" will be released in theaters May 4, 2012. (AP Photo/Matt Sayles)
Actor Ray Liotta, left, and actor Chris Evans participate in a photo call and press conference for the film "The Iceman" at TIFF Bell Lightbox during the Toronto International Film Festival on Monday Sept. 10, 2012 in Toronto. (Photo by Evan Agostini/Invision/AP)
Chris Evans arrives at the 2012 ART + FILM GALA hosted by LACMA on Saturday, Oct. 27, 2012, in Los Angeles. (Photo by Jordan Strauss/Invision/AP)
** EMBARGOED AT THE REQUEST OF THE ACADEMY OF MOTION PICTURE ARTS & SCIENCES FOR USE UPON CONCLUSION OF THE ACADEMY AWARDS TELECAST ** Presenters Mark Ruffalo, left, and Chris Evans pose at the Oscars at the Dolby Theatre on Sunday Feb. 24, 2013, in Los Angeles. (Photo by John Shearer/Invision/AP)
Samuel L. Jackson, Chris Hiddleston, Joss Whedon and Chris Evans, from left, pose with the award for best fight for "Marvel's The Avengers" backstage at the MTV Movie Awards in Sony Pictures Studio Lot in Culver City, Calif., on Sunday April 14, 2013. (Photo by Chris Pizzello/Invision /AP)
Actor Chris Evans arrives for press conference of his new film "Snowpiercer" in Seoul, South Korea, Monday, July 29, 2013. The movie is to be released in South Korea on Aug. 1. (AP Photo/Lee Jin-man)
Chris Evans arrives at Vanity Fair's Fiat Young Hollywood Party on Tuesday, Feb, 25, 2014 in Los Angeles. (Photo by Richard Shotwell/Invision/AP)
Chris Evans attends the 2014 Vanity Fair Oscar Party, on Sunday, March 2, 2014, in West Hollywood, Calif. (Photo by Evan Agostini/Invision/AP)
Chris Evans arrives at the World Premiere of "Captain America: The Winter Soldier" at the El Capitan Theatre, on Thursday, March 13, 2014, in Los Angeles. (Photo by John Shearer/Invision/AP)
U.S. actors Scarlett Johansson and Chris Evans arrive at the UK premiere of the movie Captain America: The Winter Soldier at the Vue Westfield on Thursday, March 20, 2014 in London. (Photo by Joel Ryan/Invision/AP Images)
Actors Chris Evans, left, and Aaron Taylor-Johnson laugh during the Marvel panel at Comic-Con International on Saturday, July 26, 2014, in San Diego, Calif. (Photo by Chris Pizzello/Invision/AP)
IMAGE DISTRIBUTED FOR FOX SEARCHLIGHT - Chris Evans and Reese Witherspoon attend the pre party for the premiere of Fox Serachlight's "Wild" during the 2014 Toronto International Film Festival at the Shangri La Hotel on Monday September 8, 2014 in Toronto, Canada. (Photo by Todd Williamson/Invision for Fox Searchlight/AP Images)
Actress Alice Eve and actor Chris Evans seen at the "Before We Go" premiere at the Princess of Wales Theatre during the 2014 Toronto International Film Festival on Friday, Sept. 12, 2014, in Toronto. (Photo by Arthur Mola/Invision/AP)
Chris Evans, left, and Rosario Dawson present the best action movie award at the 20th annual Critics' Choice Movie Awards at the Hollywood Palladium on Thursday, Jan. 15, 2015, in Los Angeles. (Photo by John Shearer/Invision/AP)
Chris Evans arrives at the Oscars on Sunday, Feb. 22, 2015, at the Dolby Theatre in Los Angeles. (Photo by Jordan Strauss/Invision/AP)
Sienna Miller, left, and Chris Evans present the award for achievement in sound mixing at the Oscars on Sunday, Feb. 22, 2015, at the Dolby Theatre in Los Angeles. (Photo by John Shearer/Invision/AP)
Chris Evans poses in the press room at the Oscars on Sunday, Feb. 22, 2015, at the Dolby Theatre in Los Angeles. (Photo by Jordan Strauss/Invision/AP)
EXCLUSIVE - Alice Eve and Chris Evans seen at Radius' "Before We Go" Premiere party, in partnership with Heineken and Aventine Trattoria at the Aventine Trattoria on Wednesday, September 2, 2015, in Hollywood, CA. (Photo by Eric Charbonneau/Invision for Radius/AP Images)
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