Dinic's Algorithm is an efficient method for computing the maximum flow in a flow network, notable for its use of level graphs and blocking flows to achieve a time complexity of O(V^2E) in general networks. It is particularly effective for networks with multiple sources and sinks, and its performance can be further improved to O(V^3) in unit capacity networks using advanced data structures.