Graph Generation on Random Graph with degrees like SBM
37.85DegreeGraphRNN
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GraphRNN2025.09 | 37.85 | 4.35 | — | 54.74 | 8.17 | 29.26 | 19.29 | 32.32 | 29.14 | 1,980.06 | |
| GSDM2025.09 | 4.92 | 1.94 | — | 18.59 | 0.47 | 3.5 | 19.43 | 15.14 | 8.34 | 25.31 | |
| GDSS2025.09 | 2.8 | 0.38 | — | 21.13 | 0.44 | 3.52 | 20.12 | 17.86 | 10.22 | 25.2 | |
| GRASP2025.09 | 1.52 | 10.67 | — | 13.39 | 2.07 | 1.15 | 10.23 | 9.86 | 10.33 | 26.09 | |
| DiGress2025.09 | 0.05 | 0.01 | — | 0.01 | 0.14 | 0.02 | 0.01 | 0 | 0.03 | 0.03 | |
| GraphWeave2025.09 | 0.02 | 0.03 | — | 0.03 | 0.05 | 0.34 | 10.17 | 4.54 | 0.02 | 0.06 |