Paper | Code | HITS@3 | Hits@5 | Hits@10 | MRR | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion | ✓ Link | 74.2 | 76.0 | 78.2 | 72.7 | Prob-CBR | 2020-10-07 |
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space | ✓ Link | 70.8 | 73.57 | 77.0 | 67.8 | RotatE | 2019-02-26 |
Differentiable Reasoning on Large Knowledge Bases and Natural Language | ✓ Link | 69.2 | 71.1 | 73.2 | 67.8 | GNTPs | 2019-12-17 |
Complex Embeddings for Simple Link Prediction | ✓ Link | 67.3 | 69.5 | 71.9 | 64.1 | ComplEx | 2016-06-20 |
Translating Embeddings for Modeling Multi-relational Data | ✓ Link | 58.9 | 64.2 | 70.2 | 48.0 | TransE | 2013-12-01 |