Knowledge Graphs 벤치마크
Knowledge Graphs on FB15k
MRR
- 2017-02-22 — COMPLEX: MRR 0.587
- 2018-11-02 — HHolE: MRR 796.0
| Rank | Model | MRR | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | HHolE | .796 | Augmenting Compositional Models for Knowledge Base Completion Using Gradient Representations | 2018 | |
| 2 | COMPLEX | 0.587 | Knowledge Graph Completion via Complex Tensor Factorization | Accenture/AmpliGraph · ttrouill/complex | 2017 |
| 3 | HHolE | .796 | Augmenting Compositional Models for Knowledge Base Completion Using Gradient Representations | 2018 | |
| 4 | COMPLEX | 0.587 | Knowledge Graph Completion via Complex Tensor Factorization | Accenture/AmpliGraph · ttrouill/complex | 2017 |
| 5 | HHolE | .796 | Augmenting Compositional Models for Knowledge Base Completion Using Gradient Representations | 2018 | |
| 6 | COMPLEX | 0.587 | Knowledge Graph Completion via Complex Tensor Factorization | Accenture/AmpliGraph · ttrouill/complex | 2017 |
| 7 | HHolE | .796 | Augmenting Compositional Models for Knowledge Base Completion Using Gradient Representations | 2018 | |
| 8 | COMPLEX | 0.587 | Knowledge Graph Completion via Complex Tensor Factorization | Accenture/AmpliGraph · ttrouill/complex | 2017 |