| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Cora | R-DCR | Accuracy99.99 | 885 | 3d ago | |
| Citeseer | HGCN | Accuracy95 | 804 | 3d ago | |
| Pubmed | SOG | Accuracy97.46 | 742 | 2d ago | |
| Citeseer (test) | GAT | Accuracy0.8013 | 729 | 3d ago | |
| Cora (test) | MCCL | Mean Accuracy98.2 | 687 | 3d ago | |
| Chameleon | CNA | Accuracy85.86 | 549 | 3d ago | |
| Pubmed (test) | ANS-GT + HDSE | Accuracy90.63 | 500 | 3d ago | |
| Squirrel | GHM | Accuracy83.49 | 500 | 3d ago | |
| Cornell | FgGSL | Accuracy94 | 426 | 3d ago | |
| Texas | GREAD-F | Accuracy89.73 | 410 | 3d ago | |
| Wisconsin | FgGSL | Accuracy96 | 410 | 3d ago | |
| ogbn-arxiv (test) | TAPE + SimTeG | Accuracy78.03 | 382 | 3d ago | |
| PubMed | FedGALA | Accuracy92.48 | 307 | 3d ago | |
| CiteSeer | CNA | Accuracy95.75 | 275 | 3d ago | |
| Actor | FavardGNN | Accuracy43.05 | 237 | 3d ago | |
| Squirrel (test) | MRS-Dir-GCNDA | Mean Accuracy76.01 | 234 | 3d ago | |
| Chameleon (test) | MRS-Dir-GCNDA | Mean Accuracy80.17 | 230 | 3d ago | |
| Cora-ML | APPNP | Accuracy86.3 | 228 | 3d ago | |
| Texas (test) | BernNet | Mean Accuracy93.12 | 228 | 3d ago | |
| WikiCS | CGT | Accuracy84.61 | 198 | 3d ago | |
| Wisconsin (test) | HiGCN | Mean Accuracy94.89 | 198 | 3d ago | |
| Ogbn-arxiv | FedGALA | Accuracy80.1 | 191 | 3d ago | |
| Cornell (test) | APPNP | Mean Accuracy91.8 | 188 | 3d ago | |
| IMDB | RpHGNN | Macro F1 Score0.6753 | 179 | 3d ago | |
| Photo | NIDGAT | Mean Accuracy96.47 | 165 | 3d ago |
