Table 1. NMI index and modularity index of each algorithm.
| Zhihu | Aminer | Cora | ||||||
|---|---|---|---|---|---|---|---|---|
| NMI | Modularity | NMI | Modularity | NMI | Modularity | NMI | Modularity | |
| GEMSEC | / | 0.536 | / | 0.528 | 0.352 | 0.653 | 0.345 | 0.679 |
| vGraph | / | 0.579 | / | 0.570 | 0.284 | 0.710 | 0.366 | 0.735 |
| UICD | / | 0.498 | / | 0.503 | 0.298 | 0.689 | 0.315 | 0.702 |
| HIOC | / | 0.617 | / | 0.611 | 0.314 | 0.709 | 0.442 | 0.731 |
| ReinCom | / | 0.648 | / | 0.653 | 0.459 | 0.742 | 0.574 | 0.741 |
| ST-L | / | 0.650 | / | 0.659 | 0.527 | 0.756 | 0.589 | 0.757 |