| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SBM Graphs (test) | Degree250.06 | 14 | 4d ago | ||
| Planar Graphs (test) | Avg Degree315 | 14 | 4d ago | ||
| Triangle Grid | 50/50 split | MMD RBF0.009 | 12 | 4d ago | |
| Ego-small (test) | GraphVAE | Degree0.13 | 11 | 4d ago | |
| ExplaGraphs (dev) | BART-Large | SA88.19 | 11 | 4d ago | |
| Community | GraphRNN | Degree4 | 10 | 4d ago | |
| PTC | GraphVAE-MM | Train Time (s)0.32 | 10 | 4d ago | |
| MUTAG | GraphVAE-MM | Training Time (s)0.15 | 10 | 4d ago | |
| SPECTRE SBM Graphs (test) | ANFM | Degree Metric0.0007 | 9 | 4d ago | |
| SPECTRE Planar Graphs (test) | ESGG | VUN (%)9,500 | 8 | 4d ago | |
| wd-articles IntelliGraphs (test) | SAIL | Valid Graph Rate99.13 | 8 | 4d ago | |
| wd-movies IntelliGraphs (test) | t-SAIL | Valid Graph Rate99.83 | 8 | 4d ago | |
| IntelliGraphs syn-types (test) | t-SAIL | Valid Graphs100 | 8 | 4d ago | |
| syn-tipr IntelliGraphs (test) | t-SAIL | Validity (%)100 | 8 | 4d ago | |
| syn-paths IntelliGraphs (test) | ARK | Valid Graph Rate99.95 | 8 | 4d ago | |
| wd-articles | SAIL | Valid Graphs Rate99.13 | 8 | 4d ago | |
| wd-movies | t-SAIL | Valid Graphs99.83 | 8 | 4d ago | |
| syn-types | t-SAIL | Valid Graphs (%)100 | 8 | 4d ago | |
| syn-tipr | t-SAIL | Valid Graphs100 | 8 | 4d ago | |
| syn-paths | ARK | Valid Graphs99.95 | 8 | 4d ago | |
| ZINC250k (test) | GDSS | Validity97.01 | 8 | 4d ago | |
| Community-small | FHDM | MMD (Degree)0.009 | 8 | 4d ago | |
| Synthetic | PGD-VAE | KLD (Cluster)3.1863 | 8 | 4d ago | |
| MeshSeq | PGD-VAE | KLD (Cluster)0.3977 | 8 | 4d ago | |
| QMOF | PGD-VAE-2 | KLD Cluster0.8508 | 8 | 4d ago |
