Link Prediction On Fb15K 1
評価指標
Hits@1
Hits@10
Hits@3
Hits@5
MRR
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | Hits@1 | Hits@10 | Hits@3 | Hits@5 | MRR |
|---|---|---|---|---|---|
| knowledge-graph-embedding-with-iterative | 0.703 | 0.865 | 0.815 | 0.836 | 0.768 |
| nscaching-simple-and-efficient-negative | - | 0.8682 | - | - | 0.7721 |
| multi-partition-embedding-interaction-with | 0.757 | 0.878 | 0.823 | - | 0.800 |
| canonical-tensor-decomposition-for-knowledge | - | 0.91 | - | - | 0.86 |
| efficient-parallel-translating-embedding-for | - | 0.468 | - | - | - |
| holographic-embeddings-of-knowledge-graphs | 0.402 | 0.739 | 0.613 | - | 0.524 |
| augmenting-compositional-models-for-knowledge | 0.727 | 0.901 | 0.848 | - | 0.796 |
| mde-multi-distance-embeddings-for-link | - | 0.857 | - | - | 0.652 |
| knowledge-graph-embedding-with-linear | 0.805 | 0.906 | 0.867 | - | 0.843 |
| pytorch-biggraph-a-large-scale-graph | - | 0.872 | - | - | 0.79 |