Synthetic Network Generation on PolBlogs (Triangle, Clustering, Eigenvalue, Degree Centrality)
0.59Triangle Similarity (MMD)SyNG-D(MLP)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SyNG-D(MLP)Estimator=MLP2026.05 | 0.59 | 2.23 | 5.27 | 3.05 | |
| SyNG-DEstimator=Tree-based2026.05 | 0.71 | 1.9 | 2.58 | 0.97 | |
| EDGE2026.05 | 0.79 | 5.69 | 4.69 | 0 | |
| SyNG-R2026.05 | 0.83 | 2.45 | 3.01 | 0.92 | |
| BTER2026.05 | 0.88 | 5.27 | 3.04 | 0 | |
| CELL2026.05 | 1 | 5.14 | 0 | 0.003 | |
| GRAN2026.05 | 1.57 | 11.4 | 9.04 | 13.9 | |
| VGAE2026.05 | 2.07 | 3.26 | 31.1 | 35.3 | |
| E-R2026.05 | 3.22 | 20.4 | 40.1 | 79.2 | |
| GraphMaker2026.05 | 3.27 | 20.8 | 38.3 | 74.2 | |
| mKPGM2026.05 | 3.32 | 21.4 | 31.2 | 50.7 |