Graph Generation on Stochastic Blockmodel (Comprehensive Structural Metrics)
37.15DegreeGraphRNN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GraphRNN2025.09 | 37.15 | 5.71 | — | 60.62 | 8.56 | 31.88 | 18.54 | 31.05 | 32.63 | 2,170.56 | |
| GSDM2025.09 | 18.14 | 11.77 | — | 35.78 | 8.67 | 24.15 | 31.13 | 19.65 | 19.29 | 791.98 | |
| GDSS2025.09 | 2.66 | 0.34 | — | 23.79 | 0.53 | 4.13 | 22.14 | 16.54 | 11.79 | 28.65 | |
| GRASP2025.09 | 2.09 | 12.45 | — | 16.01 | 2.61 | 1.45 | 10.69 | 10.89 | 12.47 | 39.99 | |
| DiGress2025.09 | 0.1 | 0.42 | — | 3.15 | 0.14 | 0.11 | 1.16 | 2.9 | 1.5 | 1.74 | |
| GraphWeave2025.09 | 0.02 | 0.02 | — | 0.02 | 0.03 | 0.1 | 4.27 | 1.35 | 0.01 | 0.02 |