Graph Generation on Expanded Lobster Graphs N_train = 8192 (test)
96.58VUNDiGress
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiGressModel Samples=10242025.02 | 96.58 | 0.0001 | 0 | 0.0016 | 0.0009 | 4.86 | |
| ANFM (DFS)Model Samples=1024, Filtration Strategy=DFS2025.02 | 87.6 | 0.0001 | 0 | 0.0007 | 0.001 | 0.016 | |
| ANFM (Fdl.)Model Samples=1024, Filtration Strategy=Line Fiedler2025.02 | 79.1 | 0.0004 | 0.0001 | 0.001 | 0.0016 | 0.0175 | |
| ESGG*Model Samples=1024, Refinement Steps=1002025.02 | 63.96 | 0.0007 | 0 | 0.0027 | 0.0023 | 3.16 | |
| GRANModel Samples=10242025.02 | 41.99 | 0.0436 | 0.0069 | 0.151 | 0.1469 | 0.0399 |