Relation Extraction on ACE 2005
Metric: Relation classification F1 (higher is better)
Metric: Relation classification F1 (higher is better)
| # | Model↕ | Relation classification F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Dual Pointer Network(multi-head) | 80.8 | No | Dual Pointer Network for Fast Extraction of Mult... | 2021-03-05 | - |
| 2 | Dual Pointer Network | 80.5 | No | - | - | - |
| 3 | RNN+CNN | 67.7 | No | Combining Neural Networks and Log-linear Models ... | 2015-11-18 | - |
| 4 | Walk-based model | 64.2 | No | A Walk-based Model on Entity Graphs for Relation... | 2019-02-19 | Code |
| 5 | CNN | 61.3 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 6 | FCM | 58.2 | No | Improved Relation Extraction with Feature-Rich C... | 2015-05-10 | Code |