Link Prediction On Fb122
評価指標
HITS@3
Hits@10
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
モデル名 | HITS@3 | Hits@10 | Hits@5 | MRR | Paper Title | Repository |
|---|---|---|---|---|---|---|
| ComplEx | 67.3 | 71.9 | 69.5 | 64.1 | Complex Embeddings for Simple Link Prediction | |
| Prob-CBR | 74.2 | 78.2 | 76.0 | 72.7 | Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion | |
| GNTPs | 69.2 | 73.2 | 71.1 | 67.8 | Differentiable Reasoning on Large Knowledge Bases and Natural Language | |
| RotatE | 70.8 | 77.0 | 73.57 | 67.8 | RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space | |
| TransE | 58.9 | 70.2 | 64.2 | 48.0 | Translating Embeddings for Modeling Multi-relational Data |
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