From: Community detection in networks: a game-theoretic framework

Dataset | Link Prob. function | \(1-\exp \left \{-\left (\mathbf {x}_{u}^{\texttt {T}}\mathbf {x}_{v}\right)^{1.2}\right \}\) | \(\mathbf {x}_{u}^{\texttt {T}}\mathbf {x}_{v}/(1+\mathbf {x}_{u}^{\texttt {T}}\mathbf {x}_{v})\) | \(1-\exp \left (-\mathbf {x}_{u}^{\texttt {T}}\mathbf {R}\mathbf {x}_{v}\right)\) |
---|---|---|---|---|

Facebook ego-network dataset | 0.42% | 0.49% | – 13.69% | |

DBLP dataset | 2.13% | – 1.31% | – 35.34% |