| WN18RR 10 way Lexical KG (test) | | Accuracy40.02 | | 30 | 2mo ago |
| WN18RR 5 way Lexical KG (test) | MF-GIA | Accuracy68.05 | | 30 | 2mo ago |
| FB15K237 40 way Encyclopedic KG (test) | Prodigy | Accuracy62.03 | | 27 | 2mo ago |
| FB15K237 10 way Encyclopedic KG (test) | MF-GIA | Accuracy91.38 | | 27 | 2mo ago |
| FB15K237 5 way Encyclopedic KG (test) | MF-GIA | Accuracy99.64 | | 27 | 2mo ago |
| WN18RR | UniGraphLM | Accuracy93.52 | | 22 | 20d ago |
| FB15K237 | UniGraphLM | Accuracy91.96 | | 22 | 20d ago |
| WN18RR+ 30% ratio Multi-label edges (train) | PairE | Micro-F174.99 | | 12 | 3mo ago |
| Cuneiform (30% train ratio) | GCN | Micro-F198.52 | | 12 | 3mo ago |
| TSP | EGT | F1 Score85.3 | | 9 | 3mo ago |
| JADER (test) | HGPM | F1 Score78.4 | | 8 | 14d ago |
| HODDI (test) | HGPM | F1 Score92.9 | | 8 | 14d ago |
| FB15K237 (test) | UniGraphLM | Accuracy91.96 | | 8 | 20d ago |
| WN18RR (test) | UniGraphLM | Accuracy93.52 | | 8 | 20d ago |
| Ego4D-EASG 1.0 | Baseline (Ours) | Recall@1094.4 | | 8 | 3mo ago |
| FB15K237+ Multi-label edges (30% train ratio) | PairE | Micro-F189.36 | | 7 | 3mo ago |
| Bitcoin OTC | SAGE | PR-AUC97.96 | | 6 | 20h ago |
| Bitcoin Alpha | TGN | PR-AUC0.9703 | | 6 | 20h ago |
| MOOC | TGN | PR-AUC0.1702 | | 6 | 20h ago |
| Cora (test) | GAG-General | Precision56.6 | | 6 | 3mo ago |
| WeiboDaily (test) | GAG-General | Precision98 | | 6 | 3mo ago |
| WeiboTech (test) | GAG-General | Precision72.6 | | 6 | 3mo ago |
| IMDB (test) | GAG-General | Precision69.8 | | 6 | 3mo ago |
| WikiLife (test) | GAG-General | Precision56.2 | | 6 | 3mo ago |
| WikiRevision (test) | GAG-General | Precision80.4 | | 6 | 3mo ago |
