| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Pubmed | NMI34 | 50 | 5d ago | ||
| AMAP | DCRN | Accuracy79.94 | 35 | 2mo ago | |
| Wiki | PANE | ARI35.8 | 27 | 2mo ago | |
| Computer | lrGAE 7 | NMI0.57 | 19 | 5d ago | |
| Photo | AUG-MAE | NMI70.8 | 19 | 5d ago | |
| CiteSeer | GraphMAE2 | NMI46.7 | 19 | 5d ago | |
| CS | lrGAE 8 | NMI77.3 | 18 | 5d ago | |
| arXiv | DyG-RoLLM | NMI53.3 | 15 | 2mo ago | |
| Dublin | DyG-RoLLM | NMI57.6 | 15 | 2mo ago | |
| Wikipedia | DyG-RoLLM | NMI0.516 | 15 | 2mo ago | |
| EC-30K | DyG-RoLLM | NMI99.4 | 15 | 2mo ago | |
| BD-30K | DyG-MF | NMI99.9 | 15 | 2mo ago | |
| Chameleon | GCN + Structure Inducer | Accuracy52.37 | 14 | 2mo ago | |
| Wisconsin | PFGC | Accuracy74.1 | 13 | 2mo ago | |
| Cornell | PFGC | Accuracy66.12 | 13 | 2mo ago | |
| Washington | PFGC | Accuracy70.43 | 12 | 2mo ago | |
| UAT | PFGC | Accuracy56.81 | 12 | 2mo ago | |
| Blogcatalog | mWDK | ACC0.849 | 12 | 3mo ago | |
| AMAC | mWDK | ACC54.7 | 12 | 3mo ago | |
| EU | mWDK | Accuracy94.8 | 12 | 3mo ago | |
| UE | WDK | Accuracy0.934 | 12 | 3mo ago | |
| EEH | mWDK | Accuracy98.6 | 12 | 3mo ago | |
| EEE | MAGI | Accuracy0.992 | 12 | 3mo ago | |
| Pubmed original | R-GMM-VGAE | Accuracy74 | 12 | 3mo ago | |
| Youtube | DyG-RoLLM | NMI52.7 | 10 | 2mo ago |
