A Multilevel Feedback Queue is a sophisticated CPU scheduling algorithm that dynamically adjusts the priority of processes based on their behavior and requirements, allowing for a more efficient and fair allocation of CPU time. It improves overall system performance by preemptively moving processes between different priority levels, ensuring that short processes are executed quickly while longer processes are gradually given more CPU time.