This paper presents a performance comparison of various path recovery schemes in Multi-Protocol Label Switching (MPLS) networks, focusing on packet loss, recovery time, and resource utilization using simulations conducted in the NS2 environment. It evaluates different models including Makam's, Haskin's, and fast reroute with the findings indicating that Haskin's model, while using more resources, offers lower packet loss. The paper also discusses future work to enhance simulation scope and provides a comprehensive analysis of identified path recovery methods.