This caramel banana cake recipe is topped with crunchy and nutty pecans. The pecans are toasted and sprinkled over the top of the cake, adding a delicious texture and flavor. The combination of the sweet caramel, fruity banana, and nutty pecans is a perfect balance of flavors. This cake is perfect for any fall gathering or Thanksgiving dinner.