| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| GITHUB 10-fold cross-validation | JOAOv2 | Accuracy0.6996 | 21 | 4d ago | |
| RDT-M5K (10-fold cross-validation) | GLA | Accuracy57.01 | 21 | 4d ago | |
| RDT-B (10-fold cross-validation) | SimGRACE | Accuracy92.45 | 21 | 4d ago | |
| COLLAB (10-fold cross-validation) | GraphCL | Accuracy82.5 | 21 | 4d ago | |
| NCI1 (10-fold cross-validation) | GLA | Accuracy83.24 | 21 | 4d ago | |
| DD (10-fold cross-validation) | GLA | Accuracy81.8 | 21 | 4d ago | |
| PROTEINS (10-fold cross-validation) | GLA | Accuracy80.22 | 21 | 4d ago | |
| synthetic data set | SEAL-AI | Accuracy92.4 | 10 | 4d ago | |
| Tencent QQ group data (test) | SEAL-AI | Macro-F173.2 | 8 | 4d ago | |
| PUBMED | (s)GMNN | Avg Accuracy81.6 | 2 | 4d ago | |
| CITESEER | (s)GMNN | Accuracy0.734 | 2 | 4d ago | |
| CORA | (s)GMNN | Accuracy83.5 | 2 | 4d ago |
