Preheat your oven to 325°F (160°C) and line a muffin tin with paper liners.
In a mixing bowl, combine the graham cracker crumbs, 1/3 cup granulated sugar, and melted butter. Mix until the crumbs are evenly coated.
Press about 1 tablespoon of the crumb mixture into the bottom of each muffin liner to form the crust.
In a separate bowl, beat the softened cream cheese with 1/2 cup granulated sugar and vanilla extract using an electric mixer until smooth and creamy.
Add the eggs one at a time, mixing well after each addition. Fold in the 1/2 cup caramel sauce until combined.
Spoon the cream cheese mixture over the crusts in the muffin tin, filling each liner nearly to the top.
Bake in the preheated oven for 20-25 minutes, or until the edges are set and the centers are slightly jiggly. They will firm up as they cool.
Remove the cheesecakes from the oven and allow them to cool in the tin for 10 minutes. Then, carefully transfer them to a wire rack to cool completely.
Once cooled, drizzle the tops with melted chocolate and additional caramel sauce. Sprinkle with chopped pecans for garnish.
Refrigerate for at least 2 hours before serving for the best texture.