Graph Generation on Expanded SBM Graphs N_train = 8192 (test)
78.03VUNANFM (DFS)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ANFM (DFS)Model Samples=1024, Filtration Strategy=DFS2025.02 | 78.03 | 0.0008 | 0.0049 | 0.0049 | 0.0008 | 0.0397 | |
| ANFM (Fdl.)Model Samples=1024, Filtration Strategy=Line Fiedler2025.02 | 75.98 | 0.0014 | 0.0051 | 0.018 | 0.0011 | 0.0396 | |
| DiGressModel Samples=10242025.02 | 56.15 | 0.0002 | 0.0056 | 0.0076 | 0.0009 | 12.99 | |
| GRANModel Samples=10242025.02 | 25.29 | 0.0186 | 0.0086 | 0.0305 | 0.0022 | 0.133 | |
| ESGG*Model Samples=1024, Refinement Steps=1002025.02 | 3.52 | 0.0949 | 0.0121 | 0.0518 | 0.0122 | 39.42 |