Graph | 'karate_club' Nodes | 34 (0) Edges | 78 (0) Degree | 4.59 (17) Density | 1.39e-01 Algorithm | Count Q NMI ARI VI 'Truth' | 2 0.371 1.000 1.000 0.000 'SBM' | 1 0.000 0.000 0.000 0.998 'Louvain' | 4 0.416 0.632 0.510 1.059 'LPA' | 3 0.325 0.445 0.473 1.299 'Infomap' | 3 0.402 0.699 0.702 0.732 'EB' | 2 0.360 0.836 0.882 0.325 Graph | 'southern_women' Nodes | 32 (0) Edges | 89 (0) Degree | 5.56 (14) Density | 1.79e-01 Algorithm | Count Q NMI ARI VI 'Truth' | 3 -0.376 1.000 1.000 0.000 'SBM' | 2 -0.490 0.763 0.658 0.582 'Louvain' | 3 0.325 0.302 0.168 2.197 'LPA' | 2 0.041 0.072 0.010 1.857 'Infomap' | 2 0.319 0.265 0.161 1.867 'EB' | 2 0.306 0.328 0.217 1.708 Graph | 'dolphins' Nodes | 62 (0) Edges | 159 (0) Degree | 5.13 (12) Density | 8.41e-02 Algorithm | Count Q NMI ARI VI 'Truth' | 2 0.373 1.000 1.000 0.000 'SBM' | 2 0.363 0.882 0.863 0.181 'Louvain' | 5 0.521 0.513 0.335 1.524 'LPA' | 6 0.499 0.527 0.361 1.460 'Infomap' | 4 0.525 0.630 0.415 1.067 'EB' | 2 0.379 0.889 0.935 0.204 Graph | 'american_football' Nodes | 115 (0) Edges | 616 (0) Degree | 10.71 (13) Density | 9.40e-02 Algorithm | Count Q NMI ARI VI 'Truth' | 12 0.551 1.000 1.000 0.000 'SBM' | 10 0.600 0.893 0.818 0.735 'Louvain' | 10 0.600 0.880 0.784 0.813 'LPA' | 10 0.580 0.840 0.672 1.079 'Infomap' | 9 0.592 0.855 0.699 0.959 'EB' | 2 0.396 0.359 0.140 2.912 Graph | 'girvan_newman' Nodes | 128 (0) Edges | 1,019 (0) Degree | 15.92 (29) Density | 1.25e-01 Mixing | 0.050 0.100 0.150 0.200 0.250 0.300 0.350 0.400 0.450 0.500 0.550 0.600 'Truth' | 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 'SBM' | 0.999 0.999 0.997 0.998 0.984 0.984 0.967 0.922 0.252 0.000 0.000 0.000 'Louvain' | 1.000 1.000 1.000 1.000 0.999 0.997 0.985 0.939 0.789 0.476 0.265 0.150 'LPA' | 0.988 0.926 0.857 0.677 0.471 0.241 0.111 0.050 0.014 0.003 0.000 0.001 'Infomap' | 1.000 1.000 1.000 0.999 0.997 0.996 0.808 0.188 0.000 0.000 0.000 0.000 Graph | 'cdn_java' Nodes | 1,516 (0) Edges | 10,151 (0) Degree | 13.39 (1,322) Density | 8.84e-03 Algorithm | Count Q NMI ARI VI 'Truth' | 54 0.208 1.000 1.000 0.000 'Louvain' | 12 0.449 0.448 0.152 4.538 'LPA' | 1 -0.010 0.000 0.000 5.049 'Infomap' | 48 0.422 0.560 0.184 4.203 Graph | 'dormitory' Nodes | 11,219 (0) Edges | 663,336 (0) Degree | 118.25 (1,061) Density | 1.05e-02 Algorithm | Count Q NMI ARI VI 'Truth' | 66 0.138 1.000 1.000 0.000 'Louvain' | 9 0.447 0.168 0.034 5.685 'LPA' | 10 0.083 0.185 0.033 4.066 'Infomap' | 32 0.398 0.196 0.038 5.551 Graph | 'wikileaks' Nodes | 52,416 (0) Edges | 78,506 (0) Degree | 3.00 (384) Density | 5.71e-05 Algorithm | Count Q NMI ARI VI 'Truth' | 246 0.818 1.000 1.000 0.000 'Louvain' | 171 0.978 0.699 0.466 4.177 'LPA' | 11134 0.735 0.632 0.026 7.280 'Infomap' | 38 0.959 0.599 0.331 4.762 Graph | 'youtube' Nodes | 38,160 (0) Edges | 222,998 (0) Degree | 11.69 (1,575) Density | 3.06e-04 Algorithm | Count Q NMI ARI VI 'Truth' | 12295 0.069 1.000 1.000 0.000 'Louvain' | 299 0.642 0.463 0.019 8.511 'LPA' | 2111 0.584 0.583 0.015 7.226 'Infomap' | 14 0.450 0.226 0.004 10.439 Graph | 'erdos_renyi' Nodes | 2,500 (0) Edges | 16,250 (0) Degree | 13.00 (30) Density | 5.20e-03 Degree | 1 4 7 10 13 16 19 22 'Louvain' | 0.238 4.605 4.268 3.597 3.776 3.740 3.221 2.386 'LPA' | 1.020 8.527 0.003 0.000 0.000 0.000 0.000 0.000 'Infomap' | 0.068 7.736 7.519 7.273 0.000 0.000 0.000 0.000