Synthetic Network Generation on YouTube (GFDL1, GFDL2)
7.97GFDL1 ScoreGraphMaker
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GraphMaker2026.05 | 7.97 | 3.48 | |
| ER2026.05 | 7.9 | 3.47 | |
| mKPGM2026.05 | 7.57 | 3.32 | |
| VGAEConfig=52026.05 | 6.61 | 3 | |
| VGAEConfig=22026.05 | 6.53 | 2.97 | |
| VGAEConfig=32026.05 | 6.5 | 2.96 | |
| VGAEConfig=162026.05 | 6.3 | 2.92 | |
| VGAEConfig=62026.05 | 6.2 | 2.88 | |
| VGAEConfig=42026.05 | 5.91 | 2.79 | |
| EDGE2026.05 | 5.35 | 2.12 | |
| SyNG-D(MLP)Config=52026.05 | 3.02 | 1.45 | |
| SyNG-D(MLP)Config=62026.05 | 2.68 | 1.28 | |
| SyNG-D(MLP)Config=32026.05 | 2.55 | 1.24 | |
| GRANConfig=2562026.05 | 2.42 | 1.07 | |
| BTER2026.05 | 2.24 | 0.95 | |
| SyNG-D(MLP)Config=22026.05 | 2.08 | 1.04 | |
| GRANConfig=1282026.05 | 1.9 | 0.77 | |
| SyNG-D(MLP)Config=42026.05 | 1.71 | 0.82 | |
| SyNG-DConfig=62026.05 | 1.69 | 0.83 | |
| GRANConfig=5122026.05 | 1.67 | 0.67 | |
| SyNG-DConfig=42026.05 | 1.45 | 0.71 | |
| SyNG-DConfig=52026.05 | 1.45 | 0.71 | |
| SyNG-DConfig=22026.05 | 1.42 | 0.7 | |
| SyNG-DConfig=32026.05 | 1.39 | 0.68 | |
| SyNG-RConfig=22026.05 | 1.38 | 0.67 | |
| SyNG-RConfig=62026.05 | 1.37 | 0.66 | |
| SyNG-RConfig=52026.05 | 1.36 | 0.65 | |
| SyNG-RConfig=42026.05 | 1.34 | 0.65 | |
| SyNG-RConfig=32026.05 | 1.33 | 0.65 |