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They would be an adorable couple!

Jake Gyllenhaal and Rachel McAdams are rumored to be dating after hitting off on the set of their new boxing movie Southpaw.

The pair have been spotted out and about several times this past week, including at a boxing match at Madison Square Garden, sparking speculation that they're enjoying a new romance.

"They arrived together and sat next to each other. They were in deep conversation. [They stayed for an hour] and looked happy and very friendly," a source dished to Page Six.

If this is really true, the actress has a serious knack for snagging Hollywood's hottest hotties!