Synthetic Network Generation on DBLP
8TransitivitymKPGM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| mKPGM2026.05 | 8 | — | — | 9 | 3 | 4.57 | |
| GRAN2026.05 | 7.99 | — | — | 8.92 | 1.76 | 2.97 | |
| GraphMaker2026.05 | 7.98 | — | — | 8.98 | 3.93 | 7.51 | |
| E-R2026.05 | 7.96 | — | — | 8.94 | 4.41 | 8.72 | |
| BTER2026.05 | 6.09 | — | — | 6.78 | 1.48 | 0.46 | |
| CELL2026.05 | 4.68 | — | — | 3.2 | 2.31 | 3.35 | |
| SyNG-DEstimator=MLP2026.05 | 3.63 | — | — | 1.01 | 1.12 | 1.4 | |
| EDGE2026.05 | 2.2 | — | — | 1.33 | 1.39 | 0.99 | |
| SyNG-DEstimator=Tree-based2026.05 | 1.58 | — | — | 0.62 | 0.88 | 0.93 | |
| SyNG-R2026.05 | 1.43 | — | — | 0.38 | 0.8 | 0.75 | |
| VGAE2026.05 | 0.58 | — | — | 0.14 | 1.2 | 2.8 | |
| HiGen2026.05 | — | 0.8 | 0.01 | — | — | — | |
| ILE2026.05 | — | 5.9 | 1.6 | — | — | — | |
| SyNG-D2026.05 | — | 0.88 | 0.93 | — | — | — | |
| SyNG-R2026.05 | — | 0.8 | 0.75 | — | — | — |