\begin{table}[htbp] \centering \caption{Cluster statistics summary for each network and method.} \label{tab:cluster_stats} \footnotesize \begin{tabular}{llrrrrrr} \toprule Network & Method & \#Clusters & Node Cov. & Mean Size & Mean Density & Mean Cond. & Mean Mix. \\ \midrule polblogs & ground_truth & 70 & 0.483 & 8.4 & 0.767 & 0.783 & 0.905 \\ & Leiden-Mod & 9 & 1.000 & 136.0 & 0.648 & 0.388 & 0.098 \\ & Leiden-CPM(0.1) & 145 & 0.811 & 6.8 & 0.586 & 0.801 & 0.653 \\ & Leiden-CPM(0.01) & 45 & 0.700 & 19.0 & 0.795 & 0.644 & 0.388 \\ & Infomap & 23 & 1.000 & 53.2 & 0.571 & 0.522 & 0.131 \\ & graph-tool SBM & 26 & 1.000 & 47.1 & 0.270 & 0.929 & 0.891 \\ \midrule topology & ground_truth & 1517 & 0.219 & 5.0 & 0.825 & 0.620 & 0.881 \\ & Leiden-Mod & 50 & 1.000 & 695.2 & 0.231 & 0.256 & 0.101 \\ & Leiden-CPM(0.1) & 4047 & 0.576 & 4.9 & 0.572 & 0.594 & 0.676 \\ & Leiden-CPM(0.01) & 1802 & 0.733 & 14.1 & 0.451 & 0.495 & 0.518 \\ & Infomap & 1274 & 1.000 & 27.3 & 0.352 & 0.458 & 0.261 \\ & graph-tool SBM & 93 & 1.000 & 373.8 & 0.225 & 0.760 & 0.679 \\ \midrule internet_as & ground_truth & 1085 & 0.211 & 4.5 & 0.841 & 0.594 & 0.881 \\ & Leiden-Mod & 35 & 1.000 & 656.1 & 0.040 & 0.224 & 0.131 \\ & Leiden-CPM(0.1) & 2895 & 0.613 & 4.9 & 0.583 & 0.549 & 0.632 \\ & Leiden-CPM(0.01) & 1157 & 0.879 & 17.5 & 0.328 & 0.447 & 0.392 \\ & Infomap & 1052 & 1.000 & 21.8 & 0.320 & 0.427 & 0.262 \\ & graph-tool SBM & 43 & 1.000 & 534.0 & 0.160 & 0.687 & 0.693 \\ \bottomrule \end{tabular} \end{table}