Preheat your oven to 350°F (175°C) and grease the bottom of the springform pan.
In a mixing bowl, combine graham cracker crumbs, 1/4 cup granulated sugar, and melted butter. Press the mixture firmly onto the bottom of the prepared pan.
In another mixing bowl, beat cream cheese, 1 cup granulated sugar, and vanilla extract until smooth.
Add eggs one at a time, beating well after each addition.
Stir in pumpkin puree, cinnamon, nutmeg, and cloves until evenly incorporated.
Pour the mixture over the crust in the pan and smooth the top with a spatula.
Bake in the preheated oven for 50-60 minutes, or until the center is almost set.
Turn off the oven and leave the cheesecake inside with the door slightly ajar for 1 hour to cool gradually.
Remove the cheesecake from the oven and refrigerate for at least 4 hours or overnight before serving.