WN18RR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Link Prediction | WN18RR (test) | Hits@1098.5 | 380 | |
| Knowledge Graph Completion | WN18RR (test) | MRR49.6 | 177 | |
| Link Prediction | WN18RR | Hits@1078.6 | 175 | |
| Link Prediction | WN18RR filtered (test) | Hits@1054 | 57 | |
| Link Prediction | WN18RR transductive (test) | MRR0.579 | 30 | |
| Inductive Link Prediction | WN18RR inductive (test) | MRR0.737 | 30 | |
| Link Prediction | WN18RR v1 (test) | MRR0.742 | 24 | |
| Knowledge Graph Reasoning | WN18RR | MRR67 | 19 | |
| Edge Classification | WN18RR | Accuracy88.33 | 17 | |
| Inductive relation prediction | WN18RR inductive v4 | Hits@1094.19 | 14 | |
| Inductive relation prediction | WN18RR inductive v3 | Hits@1089.3 | 14 | |
| Inductive relation prediction | WN18RR inductive v2 | Hits@1094.56 | 14 | |
| Inductive relation prediction | WN18RR inductive v1 | Hits@1096.28 | 14 | |
| Edge classification | WN18RR+ 30% ratio Multi-label edges (train) | Micro-F174.99 | 12 | |
| Inductive link prediction | WN18RR V4 | Hits@100.89 | 12 | |
| Inductive link prediction | WN18RR V3 | Hits@1089.5 | 12 | |
| Inductive link prediction | WN18RR V2 | Hits@100.905 | 12 | |
| Link Prediction | WN18RR originally reported recent (test) | MRR0.497 | 12 | |
| Entity classification | WN18RR (test) | Accuracy99.5 | 12 | |
| Link Prediction | WN18RR (unseen entities) | Hits@112.04 | 9 | |
| Triplet classification | WN18RR | Accuracy87.6 | 8 | |
| Standard OOD Detection | WN18RR | AUROC89.1 | 7 | |
| Knowledge Graph Completion | WN18RR-ind v1 | Hits@170 | 7 | |
| Link Prediction | WN18RR inductive v1 | Hits@1094.9 | 6 | |
| Inductive link prediction | WN18RR V1 | Hits@100.948 | 6 |
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