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Table 4 Average best log-likelihood for 50 trials of generating hyperbolic communities with SBM, DC-SBM, R-MAT, and LFR, with standard deviations

From: HyGen: generating random graphs with hyperbolic communities

  20%-core star near-clique triangle
SBM -2354(1919) -451(1406) -282(1007) -3393(39)
DC-SBM -1545(1734) -212(713) -3238(521) -2679(768)
R-MAT -2008(38619) -440(958) -214(548) -2727(230133)
LFR -2515(7697) -1299(17346) -3714(6250)
  1. Notice that HyGen would achieve the ideal value of 0 in each of the examined cases.