Metric: MRR 2i (higher is better)
| # | Model↕ | MRR 2i▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | QTO | 0.431 | No | Answering Complex Logical Queries on Knowledge G... | 2022-12-19 | Code |
| 2 | GNN-QE | 0.383 | No | Neural-Symbolic Models for Logical Queries on Kn... | 2022-05-16 | Code |
| 3 | CQDA | 0.345 | No | Adapting Neural Link Predictors for Data-Efficie... | 2023-01-29 | - |
| 4 | Q2B | 0.295 | No | Query2box: Reasoning over Knowledge Graphs in Ve... | 2020-02-14 | Code |
| 5 | BetaE | 0.288 | No | Beta Embeddings for Multi-Hop Logical Reasoning ... | 2020-10-22 | Code |
| 6 | GQE | 0.233 | No | Embedding Logical Queries on Knowledge Graphs | 2018-06-05 | Code |