Graph Generation on Citeseer
1,700DegreeFeature-based MF
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature-based MF2024.02 | 1,700 | 14 | — | — | — | — | — | — | — | — | — | — | |
| GAE2024.02 | 1,700 | 14 | — | — | — | — | — | — | — | — | — | — | |
| VGAE2024.02 | 1,700 | 14 | — | — | — | — | — | — | — | — | — | — | |
| GraphRNN2025.09 | 14.09 | 1.32 | — | — | — | 0.1 | 0.24 | 0.17 | 0 | 0.05 | 1.91 | 3.95 | |
| DiGress2025.09 | 8.87 | 1.19 | — | — | — | 0.04 | 0.6 | 0.02 | 0.08 | 0.24 | 0.99 | 0.64 | |
| FairWire2024.02 | 0.87 | 14 | — | — | — | — | — | — | — | — | — | — | |
| ER2024.02 | 0.85 | 14 | — | — | — | — | — | — | — | — | — | — | |
| SBM2024.02 | 0.8 | 14 | — | — | — | — | — | — | — | — | — | — | |
| GraphMaker2024.02 | 0.56 | 14 | — | — | — | — | — | — | — | — | — | — | |
| GSDM2025.09 | 0.21 | 1.49 | — | — | — | 0.13 | 3.71 | 0.02 | 0.1 | 8.3 | 20.45 | 1.41 | |
| GraphWeave2025.09 | 0.17 | 0.48 | — | — | — | 0.07 | 0.03 | 0.13 | 0.08 | 0.09 | 0.23 | 0.23 | |
| GDSS2025.09 | 0.11 | 2.02 | — | — | — | 0.13 | 11.42 | 0.09 | 0.27 | 90.31 | 54.23 | 1.54 | |
| GRASP2025.09 | 0.08 | 1.87 | — | — | — | 0.79 | 2.45 | 0.23 | 0.32 | 16.37 | 13.13 | 0.75 | |
| Original data (G)2024.02 | — | — | 95.76 | 29.05 | 9.53 | — | — | — | — | — | — | — |