Metric: MRR 2p (higher is better)
| # | Model↕ | MRR 2p▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GNN-QE | 0.693 | No | Neural-Symbolic Models for Logical Queries on Kn... | 2022-05-16 | Code |
| 2 | QTO | 0.674 | No | Answering Complex Logical Queries on Knowledge G... | 2022-12-19 | Code |
| 3 | CQD | 0.653 | No | Complex Query Answering with Neural Link Predict... | 2020-11-06 | Code |
| 4 | CQDA | 0.645 | No | Adapting Neural Link Predictors for Data-Efficie... | 2023-01-29 | - |
| 5 | BetaE | 0.257 | No | Beta Embeddings for Multi-Hop Logical Reasoning ... | 2020-10-22 | Code |
| 6 | Q2B | 0.21 | No | Query2box: Reasoning over Knowledge Graphs in Ve... | 2020-02-14 | Code |
| 7 | GQE | 0.153 | No | Embedding Logical Queries on Knowledge Graphs | 2018-06-05 | Code |