The outcome was almost a complete reversal of the 2019 final when van Gerwen breezed past Smith to win his last World Championship crown with a 7-3 victory.
Smith, who is the new world number one, earned 500,000 pounds in prize money.
He is the fifth Englishman to win the title since the first Championship was held in 1994.