| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BlogCatalog | SUBLIME+InGSL | Accuracy0.9579 | 70 | 2mo ago | |
| G2T-LimiX | Accuracy92.83 | 65 | 1mo ago | ||
| Flickr | DEMO-Net | Accuracy67.8 | 58 | 5mo ago | |
| USA | MC-GRA (+) with MC-GPB (+) protected GCN | Accuracy85.3 | 36 | 1mo ago | |
| Brazil | MC-GPB (+) | Accuracy80.8 | 29 | 1mo ago | |
| ROMAN EMP. | COMBA | Accuracy89.5 | 24 | 5mo ago | |
| Europe | SAN | Accuracy63.24 | 24 | 5mo ago | |
| PubMed (target) | Morpher | F1 Score57.54 | 14 | 25d ago | |
| AMAZON R. | Polynormer | MCC0.38 | 11 | 5mo ago | |
| ER 15K | ESA | MCC0.915 | 9 | 5mo ago | |
| CORA | ESA | MCC0.768 | 9 | 5mo ago | |
| CITESEER | ESA | MCC0.632 | 9 | 5mo ago | |
| TOLOKERS | ESA | MCC0.427 | 8 | 5mo ago | |
| MINESWEEPER | ESA | MCC0.688 | 8 | 5mo ago | |
| ROMAN EMP. | ESA | MCC0.869 | 8 | 5mo ago | |
| Wiki-Vote | DEMO-Net | Accuracy99.8 | 8 | 5mo ago | |
| ER 30K | ESA | Accuracy76 | 7 | 5mo ago | |
| ER 30K | ESA | MCC0.872 | 7 | 5mo ago | |
| PPI | GAT | MCC0.99 | 7 | 5mo ago |
