Graph Generation on Watts Strogatz
2.98DegreeGRASP
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GRASP2025.09 | 2.98 | 2.07 | — | 3,294.84 | 3.5 | 9.57 | 11.85 | 13,067.07 | 393.88 | 19.05 | |
| GSDM2025.09 | 2.72 | 2.84 | — | 2,281.93 | 3.7 | 8.41 | 5.41 | 9,537.24 | 313.18 | 18.94 | |
| GDSS2025.09 | 2.5 | 1.33 | — | 1,347.6 | 3.33 | 7.22 | 2.69 | 3,681.39 | 176.23 | 18.26 | |
| GraphRNN2025.09 | 0.71 | 5.13 | — | 138.97 | 5.41 | 7.16 | 2.67 | 9.78 | 25.58 | 53.64 | |
| DiGress2025.09 | 0.06 | 0.47 | — | 6.17 | 0.14 | 0.18 | 2.07 | 3.99 | 0.46 | 1.94 | |
| GraphWeave2025.09 | 0.02 | 0.18 | — | 0.22 | 0.11 | 0.22 | 2.9 | 3.65 | 0.02 | 1.77 |