Graph Generation on Preferential Attachment
6.91DegreeGraphRNN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GraphRNN2025.09 | 6.91 | 5.94 | — | 180.42 | 5.53 | 12.39 | 2.69 | 5.5 | 18.81 | 184.25 | |
| GRASP2025.09 | 2.73 | 2.32 | — | 48.04 | 0.3 | 0.86 | 6.37 | 3.65 | 5.13 | 32.46 | |
| GDSS2025.09 | 0.97 | 4.29 | — | 891.67 | 3.57 | 5.27 | 4.69 | 192.2 | 121.26 | 33.01 | |
| GSDM2025.09 | 0.88 | 4.78 | — | 1,637.97 | 3.9 | 6.6 | 9.48 | 549.15 | 225.39 | 35.19 | |
| DiGress2025.09 | 0.09 | 0.01 | — | 1.8 | 0.08 | 0.06 | 0.04 | 0.02 | 0.3 | 0.27 | |
| GraphWeave2025.09 | 0.01 | 0.21 | — | 0.01 | 0.09 | 0.01 | 0.85 | 0.27 | 0 | 1.5 |