NELL-995
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Complex Query Answering | NELL-995 (test) | Hits@1 (1p)83.3 | 38 | |
| Link Prediction | NELL-995 (test) | MRR25.3 | 27 | |
| Inductive link prediction | NELL-995 v4 | Hits@1095.48 | 12 | |
| Inductive link prediction | NELL-995 V3 | Hits@100.988 | 12 | |
| Inductive link prediction | NELL-995 V2 | Hits@1097.37 | 12 | |
| Inductive link prediction | NELL-995 V1 | Hits@1084.4 | 12 | |
| Relation Set Completion | NELL-995 | Precision48.65 | 8 | |
| Multi-hop Link Prediction | NELL-995 3-hop | MRR0.541 | 8 | |
| Inductive Relation Prediction | NELL-995 inductive v4 | Hits@1092.61 | 8 | |
| Inductive Relation Prediction | NELL-995 inductive v3 | Hits@1096.79 | 8 | |
| Inductive Relation Prediction | NELL-995 inductive v2 | Hits@1094.96 | 8 | |
| Inductive Relation Prediction | NELL-995 inductive v1 | Hits@1088 | 8 | |
| Knowledge Graph Reasoning | NELL-995 (test) | Athlete Plays For Team Accuracy84.7 | 8 | |
| Inductive Knowledge Graph Completion | NELL-995 V4 | MRR33.6 | 7 | |
| Inductive Knowledge Graph Completion | NELL-995 V2 | MRR44.7 | 7 | |
| Knowledge Graph Completion | NELL-995 V4 | Hit@1059.1 | 7 | |
| Knowledge Graph Completion | NELL-995 V3 | Hit@1062.8 | 7 | |
| Knowledge Graph Completion | NELL-995 V2 | Hit@1064.3 | 7 | |
| Knowledge Graph Completion | NELL-995 V1 | Hits@1089.6 | 7 | |
| Link Prediction | NELL-995 v4 (test) | AUC-PR92.47 | 3 | |
| Link Prediction | NELL-995 v3 (test) | AUC-PR92.79 | 3 | |
| Link Prediction | NELL-995 v2 (test) | AUC-PR95.76 | 3 | |
| Link Prediction | NELL-995 v1 (test) | AUC-PR0.9362 | 3 | |
| Link Prediction | NELL-995 v4 | Hits@1092.61 | 3 | |
| Link Prediction | NELL-995 v3 | Hits@1096.79 | 3 |
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