Table 6.
The results of seven algorithms on real-world networks.
| Network | Metrics | Fastgreedy | LPA | Leading Eigenvector | Walktrap | NIBLPA | EdMot | LPA-MNI |
|---|---|---|---|---|---|---|---|---|
| Riskmap | Q | 0.625 | 0.534 ± 0.126 | 0.546 | 0.623 | 0.634 | 0.634 | 0.634 |
| Lesmis | Q | 0.501 | 0.348 ± 0.049 | 0.532 | 0.521 | 0.348 | 0.525 | 0.527 |
| Jazz | Q | 0.439 | 0.282 ± 0.105 | 0.394 | 0.438 | 0.293 | 0.444 | 0.415 |
| PolBlogs | Q | 0.426 | 0.418 ± 0.129 | 0.424 | 0.425 | 0.422 | 0.237 | 0.427 |
| Yeast | Q | 0.700 | 0.657 ± 0.020 | 0.628 | 0.677 | 0.660 | 0.728 | 0.678 |
| Ca_Hep | Q | 0.716 | 0.631 ± 0.045 | 0.583 | 0.663 | 0.628 | 0.669 | 0.675 |
| Astro-ph | Q | 0.633 | 0.551 ± 0.107 | 0.595 | 0.636 | 0.606 | 0.546 | 0.687 |
| Cond_mat | Q | 0.778 | 0.720 ± 0.016 | 0.588 | 0.741 | 0.698 | 0.745 | 0.750 |
| Condmat_mat2005 | Q | 0.631 | 0.445 ± 0.173 | 0.359 | 0.599 | 0.558 | 0.626 | 0.629 |