Graph Generation on Expanded Planar Graphs |V| = 64, N_train = 8192 (test)
89.94VUNESGG*
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ESGG*Model Samples=1024, Refinement Steps=1002025.02 | 89.94 | 0.0007 | 0.0162 | 0.0074 | 0.0012 | 4.65 | |
| DiGressModel Samples=10242025.02 | 80.76 | 0.0004 | 0.0217 | 0.0045 | 0.0024 | 2.73 | |
| ANFM (Fdl.)Model Samples=1024, Filtration Strategy=Line Fiedler2025.02 | 79.2 | 0.0004 | 0.0183 | 0.0002 | 0.0012 | 0.0154 | |
| ANFM (DFS)Model Samples=1024, Filtration Strategy=DFS2025.02 | 45.61 | 0.0003 | 0.0296 | 0.0004 | 0.0017 | 0.0164 | |
| GRANModel Samples=10242025.02 | 0.19 | 0.0061 | 0.1862 | 0.0961 | 0.0081 | 0.0303 |