Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ReLiK-Large | 95 | No | ReLiK: Retrieve and LinK, Fast and Accurate Enti... | 2024-07-31 | Code |
| 2 | ReLiK-Base | 94.8 | No | ReLiK: Retrieve and LinK, Fast and Accurate Enti... | 2024-07-31 | Code |
| 3 | ReLiK-Small | 94.4 | No | ReLiK: Retrieve and LinK, Fast and Accurate Enti... | 2024-07-31 | Code |
| 4 | UniRel | 93.7 | No | UniRel: Unified Representation and Interaction f... | 2022-11-16 | Code |
| 5 | REBEL (no pre-training) | 93.1 | No | - | - | Code |
| 6 | SPN | 92.5 | No | Joint Entity and Relation Extraction with Set Pr... | 2020-11-03 | Code |
| 7 | TDEER | 92.5 | No | - | - | Code |
| 8 | DIRECT | 92.5 | No | Adjacency List Oriented Relational Fact Extracti... | 2021-06-03 | Code |
| 9 | SPN | 92.5 | No | Joint Entity and Relation Extraction with Set Pr... | 2020-11-03 | Code |
| 10 | TDEER | 92.5 | No | - | - | Code |