FB15K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Link Prediction | FB15k-237 (test) | Hits@1097.9 | 419 | |
| Link Prediction | FB15k-237 | MRR69 | 342 | |
| Link Prediction | FB15K (test) | Hits@1089.6 | 164 | |
| Knowledge Graph Completion | FB15k-237 | Hits@100.599 | 122 | |
| Link Prediction | FB15k | Hits@1090 | 103 | |
| Link Classification | FB15k-237 | Accuracy90.45 | 97 | |
| Link Prediction | FB15k-237 filtered (test) | Hits@100.56 | 60 | |
| Logical Query Answering | FB15k (test) | MRR (1p)0.958 | 50 | |
| Knowledge Graph Completion | FB15K (test) | Hits@10 (Filtered)93 | 41 | |
| Complex Query Answering | FB15k (test) | Hits@1 (1p)89.2 | 30 | |
| Knowledge Graph Reasoning | FB15k-237 (test) | HITS@3 (Avg)23.4 | 29 | |
| Logical Query Answering | FB15k-237 | MRR (2-inverse path)28.1 | 29 | |
| Link Prediction | FB15k-237 v1 (test) | Hit@100.594 | 23 | |
| Edge Classification | FB15K237 | Accuracy91.96 | 22 | |
| Complex Query Answering (k=2 free variables) | FB15k-237 | HIT@10 (e=0, S)48 | 21 | |
| Inductive relation prediction | FB15k-237 inductive v3 | Hits@1095.1 | 20 | |
| Knowledge Graph Reasoning | FB15k-237 | MRR36.2 | 19 | |
| Answering queries with two free variables | FB15k | HIT@10 (e=0, SDAG)89.2 | 18 | |
| Logical Query Answering | FB15k | Average MRR14.8 | 15 | |
| Controllable Abductive Reasoning | FB15k-237 | Jaccard65.5 | 13 | |
| Sparse Knowledge Graph Reasoning | FB15K-237 50% sparse | MRR0.316 | 13 | |
| Knowledge Graph Triple Verification | FB15K-237 | Accuracy87.2 | 12 | |
| Triple classification | FB15K-237N | Accuracy84.1 | 12 | |
| Answering conjunctive queries without negation | FB15k-237 (test) | MRR (1p)42.92 | 12 | |
| Knowledge Graph Reasoning | FB15K-237 ptb_rate = 0.5 (test) | MRR0.258 | 12 |
Showing 25 of 85 rows