WN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Graph Completion | WN18RR | Hits@189 | 179 | |
| Link Prediction | WN18 | Hits@1096.7 | 90 | |
| Link Prediction | WN9-IMG | MRR93.5 | 18 | |
| Knowledge Graph Reasoning | WN18 | MRR0.493 | 12 | |
| Inductive Link Prediction | WN V4 | Hit@1074.3 | 11 | |
| Inductive Link Prediction | WN V3 | Hit@1059.9 | 11 | |
| Inductive Link Prediction | WN V2 | Hit@100.799 | 11 | |
| Inductive Link Prediction | WN V1 | Hit@1082.6 | 11 | |
| Link Prediction | WN v4 | MRR0.662 | 7 | |
| Link Prediction | WN v3 | MRR0.466 | 7 | |
| Link Prediction | WN v2 | MRR0.694 | 7 | |
| Link Prediction | WN v1 | MRR0.705 | 7 | |
| Controllable Abductive Reasoning | WN18RR | Jaccard77 | 6 | |
| Lowest Common Ancestor Prediction | WN18RR 1-Hop | Hits@198.1 | 6 | |
| Link Prediction | WN | MRR89 | 5 | |
| Inductive Knowledge Graph Completion | WN v4 | MRR66.1 | 3 | |
| Inductive Knowledge Graph Completion | WN v3 | MRR0.452 | 3 | |
| Inductive Knowledge Graph Completion | WN v2 | MRR0.704 | 3 | |
| Inductive Knowledge Graph Completion | WN v1 | MRR0.741 | 3 | |
| Link Prediction | WN inductive V4 e (test) | MRR0.661 | 3 | |
| Link Prediction | WN inductive (e) V3 (test) | MRR0.452 | 3 | |
| Link Prediction | WN inductive (e) V2 (test) | MRR0.704 | 3 | |
| Link Prediction | WN18 (train) | MRR0.997 | 1 |
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