Synthetic Network Generation on PolBlogs
0.72GFDL1 ScoreSyNG-D
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SyNG-DConfig=32026.05 | 0.72 | — | — | — | 0.32 | |
| SyNG-DConfig=22026.05 | 0.76 | — | — | — | 0.33 | |
| SyNG-RConfig=22026.05 | 0.81 | — | — | — | 0.35 | |
| SyNG-RConfig=32026.05 | 0.83 | — | — | — | 0.36 | |
| SyNG-DConfig=42026.05 | 0.86 | — | — | — | 0.38 | |
| SyNG-RConfig=42026.05 | 0.86 | — | — | — | 0.36 | |
| SyNG-RConfig=52026.05 | 0.87 | — | — | — | 0.37 | |
| SyNG-RConfig=62026.05 | 0.88 | — | — | — | 0.37 | |
| SyNG-DConfig=52026.05 | 0.89 | — | — | — | 0.4 | |
| SyNG-DConfig=62026.05 | 0.97 | — | — | — | 0.43 | |
| EDGE2026.05 | 1.14 | — | — | — | 0.45 | |
| SyNG-D(MLP)Config=22026.05 | 1.19 | — | — | — | 0.51 | |
| SyNG-D(MLP)Config=32026.05 | 1.23 | — | — | — | 0.55 | |
| SyNG-D(MLP)Config=62026.05 | 1.37 | — | — | — | 0.6 | |
| SyNG-D(MLP)Config=52026.05 | 1.41 | — | — | — | 0.56 | |
| SyNG-D(MLP)Config=42026.05 | 1.47 | — | — | — | 0.61 | |
| GRANConfig=1282026.05 | 1.95 | — | — | — | 0.79 | |
| BTER2026.05 | 2.09 | — | — | — | 0.98 | |
| VGAEConfig=22026.05 | 2.95 | — | — | — | 1.45 | |
| VGAEConfig=52026.05 | 3 | — | — | — | 1.48 | |
| GRANConfig=5122026.05 | 3.04 | — | — | — | 1.4 | |
| VGAEConfig=42026.05 | 3.08 | — | — | — | 1.5 | |
| VGAEConfig=62026.05 | 3.19 | — | — | — | 1.51 | |
| VGAEConfig=32026.05 | 3.21 | — | — | — | 1.54 | |
| VGAEConfig=162026.05 | 3.37 | — | — | — | 1.62 | |
| GRANConfig=2562026.05 | 3.88 | — | — | — | 1.73 | |
| ER2026.05 | 7.8 | — | — | — | 3.22 | |
| mKPGM2026.05 | 7.83 | — | — | — | 3.09 | |
| GraphMaker2026.05 | 7.88 | — | — | — | 3.23 | |
| BTERlatent dimension=42026.05 | — | — | — | 0.95 | — | |
| EDGElatent dimension=42026.05 | — | — | — | 0.98 | — | |
| ERlatent dimension=42026.05 | — | — | — | 1 | — | |
| GRANlatent dimension=42026.05 | — | — | — | 0.92 | — | |
| GraphMakerlatent dimension=42026.05 | — | — | — | 1 | — | |
| HiGen2026.05 | — | 3.5 | 0.2 | — | — | |
| ILE2026.05 | — | 3.2 | 0 | — | — | |
| mKPGMlatent dimension=42026.05 | — | — | — | 1.01 | — | |
| SyNG-D2026.05 | — | 2.58 | 0.97 | — | — | |
| SyNG-Dlatent dimension=42026.05 | — | — | — | 0.99 | — | |
| SyNG-D(MLP)latent dimension=4, generator=MLP2026.05 | — | — | — | 0.97 | — | |
| SyNG-R2026.05 | — | 3.01 | 0.92 | — | — | |
| SyNG-Rlatent dimension=42026.05 | — | — | — | 0.99 | — | |
| VGAElatent dimension=42026.05 | — | — | — | 1.01 | — |