Limitation of multi-resolution methods in community detection

► We study the transition points in the processes of the multi-resolution methods. ► We display the limitation of the multi-resolution methods. ► We give the condition that the limitation appears in networks. ► The limitation is closely related to the difference between the community sizes. ► All the results are confirmed by the theoretical analysis and experimental tests.