Graph Generation on Vertex-labeled Synthetic Graphs (test)
500Edge Count (N_|E|)Proposed GEd
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed GEdn=10, |E|=9, d=52026.04 | 500 | 500 | 500 | |
| Proposed GEdn=20, |E|=20, d=102026.04 | 500 | 500 | 500 | |
| GraphRNNn=20, |E|=20, d=102026.04 | 500 | 499 | 0 | |
| Proposed GEdn=30, |E|=130, d=152026.04 | 500 | 500 | 500 | |
| GraphRNNn=30, |E|=130, d=152026.04 | 500 | 499 | 0 | |
| Proposed GEdn=40, |E|=250, d=202026.04 | 500 | 500 | 500 | |
| Proposed GEdn=50, |E|=918, d=252026.04 | 500 | 500 | 500 | |
| Proposed GEdn=100, |E|=1536, d=502026.04 | 500 | 500 | 500 | |
| GraphGDPn=10, |E|=9, d=52026.04 | 498 | 500 | 0 | |
| GraphGDPn=20, |E|=20, d=102026.04 | 498 | 500 | 0 | |
| GraphGDPn=40, |E|=250, d=202026.04 | 491 | 500 | 0 | |
| GraphRNNn=10, |E|=9, d=52026.04 | 441 | 240 | 0 | |
| GraphGDPn=50, |E|=918, d=252026.04 | 394 | 500 | 0 | |
| GraphGDPn=30, |E|=130, d=152026.04 | 369 | 500 | 0 | |
| GraphRNNn=40, |E|=250, d=202026.04 | 270 | 487 | 0 | |
| GraphGDPn=100, |E|=1536, d=502026.04 | 60 | 500 | 0 | |
| GraphRNNn=50, |E|=918, d=252026.04 | 0 | 483 | 0 | |
| GraphRNNn=100, |E|=1536, d=502026.04 | 0 | 438 | 0 |