Link Prediction On Wikidata5M
评估指标
Hits@1
Hits@10
Hits@3
MRR
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | Hits@1 | Hits@10 | Hits@3 | MRR |
|---|---|---|---|---|
| kepler-a-unified-model-for-knowledge | 0.208 | 0.334 | 0.278 | 0.253 |
| kepler-a-unified-model-for-knowledge | 0.252 | 0.377 | 0.317 | 0.296 |
| friendly-neighbors-contextualized-sequence-to | 0.406 | 0.46 | 0.44 | 0.426 |
| mocokgc-momentum-contrast-entity-encoding-for | 0.435 | 0.591 | 0.517 | 0.490 |
| sequence-to-sequence-knowledge-graph-1 | 0.282 | 0.426 | 0.362 | 0.336 |
| kepler-a-unified-model-for-knowledge | 0.228 | 0.373 | 0.310 | 0.281 |
| friendly-neighbors-contextualized-sequence-to | 0.357 | 0.422 | 0.397 | 0.381 |
| kepler-a-unified-model-for-knowledge | 0.17 | 0.392 | 0.311 | 0.253 |
| friendly-neighbors-contextualized-sequence-to | 0.35 | 0.427 | 0.396 | 0.378 |
| sequence-to-sequence-knowledge-graph-1 | 0.267 | 0.365 | 0.318 | 0.300 |
| parallel-training-of-knowledge-graph | 0.255 | 0.398 | - | 0.308 |
| kepler-a-unified-model-for-knowledge | 0.234 | 0.39 | 0.322 | 0.29 |
| kepler-a-unified-model-for-knowledge | 0.173 | 0.277 | 0.224 | 0.210 |
| simkgc-simple-contrastive-knowledge-graph | 0.313 | 0.441 | 0.376 | 0.358 |