Arvidsson picked up an assist early in the second period, setting up Alex DeBrincat with Justin Faulk for a wrist shot goal.
Lucas Raymond assisted Michael Brandsegg-Nygård on Detroit's 4–2 goal nearly three minutes into the third period.
Detroit's Emmitt Finnie made it 5–3 with just three seconds left in the game.
Detroit snapped Florida's three-game winning streak.
Florida's Swedish goalie Jacob Markström made 85.2 percent of saves in his first start since Oct. 17, when he suffered an upper-body injury in practice that kept him out for five games.
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