NELL-995
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Complex Query Answering | NELL-995 (test) | Hits@1 (1p)83.3 | 31 | |
| Link Prediction | NELL-995 (test) | MRR25.3 | 27 | |
| 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 link prediction | NELL-995 v4 | Hits@1089.3 | 5 | |
| Inductive link prediction | NELL-995 V3 | Hits@100.936 | 5 | |
| Inductive link prediction | NELL-995 V2 | Hits@1093.3 | 5 | |
| Inductive link prediction | NELL-995 V1 | Hits@100.89 | 5 | |
| 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 | |
| Link Prediction | NELL-995 v2 | Hits@1094.96 | 3 | |
| Link Prediction | NELL-995 transductive (test) | MRR0.543 | 3 | |
| Link Prediction | NELL-995 inductive v4 | MRR69.63 | 2 | |
| Link Prediction | NELL-995 inductive v3 | MRR0.7499 | 2 | |
| Link Prediction | NELL-995 inductive v2 | MRR0.6965 | 2 | |
| Link Prediction | NELL-995 inductive v1 | MRR55.99 | 2 | |
| Inductive Link Prediction | NELL-995 v4 | H@586.32 | 2 | |
| Inductive Link Prediction | NELL-995 v3 | H@592.21 | 2 |
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