NELL995
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Logical Query Answering | NELL995 (test) | MRR (1-path)0.913 | 41 | |
| Logical Query Answering | NELL995 | MRR (1-Path)0.833 | 22 | |
| Link Prediction | NELL995 | Hits@381 | 18 | |
| Query Answering | NELL995+H | 1p Success Rate77.3 | 10 | |
| Knowledge Graph Reasoning | NELL995 (test) | HITS@3 (2i)0.438 | 9 | |
| Logical Reasoning | NELL995 transductive (test) | Avg H@337.3 | 5 | |
| Logical Reasoning | NELL995 | 2in34.7 | 2 | |
| Answer set cardinality prediction | NELL995 | Avg Accuracy44 | 2 | |
| Complex Logical Reasoning | NELL995 Inductive cross-KG (test) | H@10 (Avg)0.069 | 2 |
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