A new and distinct cultivar of Caladium plant named ‘;WWG 2320-373’;, characterized by its short to intermediate height; upright and mounding plant habit; dense and bushy appearance; vigorous growth habit and rapid growth rate; lance-type leaves that are medium to dark green in color with bright white-colored centers and light green-colored venation; and petioles that are medium green in color with darker-colored stipples, streaks and tessellations.