Metric: Hits@10 (higher is better)
| # | Model↕ | Hits@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LP-BERT | 1 | No | Multi-task Pre-training Language Model for Seman... | 2022-01-13 | Code |
| 2 | KGLM | 0.995 | No | KGLM: Integrating Knowledge Graph Structure in L... | 2022-11-04 | Code |
| 3 | LASS | 0.994 | No | Joint Language Semantic and Structure Embedding ... | 2022-09-19 | Code |
| 4 | StAR | 0.991 | No | Structure-Augmented Text Representation Learning... | 2020-04-30 | Code |
| 5 | KG-BERT | 0.99 | No | KG-BERT: BERT for Knowledge Graph Completion | 2019-09-07 | Code |
| 6 | ConvE | 0.99 | No | Convolutional 2D Knowledge Graph Embeddings | 2017-07-05 | Code |
| 7 | PALT | 0.99 | No | PALT: Parameter-Lite Transfer of Language Models... | 2022-10-25 | Code |
| 8 | TransE | 0.989 | No | - | - | Code |
| 9 | ComplEx | 0.967 | No | Complex Embeddings for Simple Link Prediction | 2016-06-20 | Code |
| 10 | DistMult | 0.846 | No | Embedding Entities and Relations for Learning an... | 2014-12-20 | Code |