FB15k-237
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Graph Completion | FB15k-237 (test) | MRR0.523 | 195 | |
| Inductive Link Prediction | FB15k-237 inductive (test) | Hits@1029.13 | 37 | |
| Complex Query Answering | FB15k-237 (test) | Hits@1 (avg path)0.348 | 34 | |
| Logical Query Answering (EPFO) | FB15k-237 (test) | 2-Path Error0.072 | 31 | |
| Inductive Query Answering | FB15k-237 Ratio 175% | 1-Path Score67.2 | 24 | |
| Inductive relation prediction | FB15k-237 inductive v4 | Hits@1096.06 | 20 | |
| Inductive relation prediction | FB15k-237 inductive v2 | Hits@100.949 | 20 | |
| Inductive link prediction | FB15k-237 V1 | Hits@1087.3 | 19 | |
| Link Prediction | FB15k-237 transductive (test) | Hits@1055 | 16 | |
| Sparse Knowledge Graph Reasoning | FB15K-237 20% sparse | MRR26.8 | 14 | |
| Sparse Knowledge Graph Reasoning | FB15K-237 10% sparse | MRR0.257 | 14 | |
| Inductive Query Answering | FB15k-237 Ratio 300% | Avg Path Score45.6 | 12 | |
| Knowledge Graph Reasoning | FB15K-237 ptb_rate=0.7 (test) | MRR0.243 | 12 | |
| Logical Query Answering | FB15k-237 scalable EFOk (test) | HIT@10 (2fpn)11.4 | 8 | |
| Knowledge Base Completion | FB15k-237 Without mentions | MRR42.1 | 8 | |
| Knowledge Base Completion | FB15k-237 With mentions | MRR30 | 8 | |
| Link Prediction | FB15k-237 reduced (test) | MRR (Filtered)0.249 | 8 | |
| Inductive Knowledge Graph Completion | FB15k-237 V4 | MRR45.8 | 7 | |
| Inductive Knowledge Graph Completion | FB15k-237 V2 | MRR49.5 | 7 | |
| Knowledge Graph Completion | FB15k-237 V4 | Hit@1065.5 | 7 | |
| Knowledge Graph Completion | FB15k-237 V3 | Hit@1063.8 | 7 | |
| Knowledge Graph Completion | FB15k-237 V2 | Hit@1069.3 | 7 | |
| Knowledge Graph Completion | FB15k-237 V1 | Hit@1061.3 | 7 | |
| Inductive Link Prediction | FB15k-237 v4 | Hits@1096.01 | 7 | |
| Inductive Link Prediction | FB15k-237 v2 | Hits@1094.98 | 7 |
Showing 25 of 44 rows