WN18
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Link Prediction | WN18 (test) | Hits@1096.4 | 142 | |
| Knowledge Graph Completion | WN18 (test) | Hits@100.987 | 80 | |
| Link Prediction | WN18 target | MRR0.99 | 58 | |
| Link Prediction | WN18 Inductive (test) | MRR74.1 | 21 | |
| Knowledge Graph Reasoning | WN18 (test) | MRR0.63 | 12 | |
| Knowledge Graph Reasoning | WN18 ptb_rate = 0.5 (test) | MRR0.373 | 12 | |
| Knowledge Graph Reasoning | WN18 ptb_rate=0.7 (test) | MRR0.247 | 12 | |
| Triplet classification | WN18 | Accuracy98 | 8 | |
| Link Prediction | WN18 filtered (test) | MRR95.3 | 7 | |
| Knowledge Graph Completion | WN18 (train) | MRR0.997 | 5 |
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