The match are appeared and moving on an all high contrast set close by harlequin-like figures who torment Stone before she and McCartney make their break in his vehicle.
The veteran vocalist musician has additionally united with non-benefit association Creative Visions to dispatch the #WhoCaresIDo crusade, propelled by a line in the tune - "Who Cares About You, I do".
"My expectation is that if there are kids being harassed — and there are ... possibly by tuning in to this tune and watching this video, they may very well believe it's not as terrible," McCartney said on his site.
"That it's the sort of thing you can simply confront and dismiss and overcome."
McCartney, who on Sunday was joined in front of an audience by individual Beatle Ringo Starr and Rolling Stones guitarist Ronnie Wood as he performed in London, has worked together with different stars in the past including rapper Kanye West and artist Rihanna.
Stone won the Best Actress Academy Award for "Fantasy world".
"Who Cares" includes on McCartney's seventeenth solo studio collection, "Egypt Station".