Joint Entity and Relation Extraction on ACE 2005
90.2Entity F1DEEPSTRUCT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEEPSTRUCTEvaluation protocol=multi-task2022.05 | 90.2 | 58.9 | |
| DEEPSTRUCTmode=multi-task2022.05 | 90.2 | 58.9 | |
| DEEPSTRUCTEvaluation protocol=w/ finetune2022.05 | 90 | 66.8 | |
| DEEPSTRUCTmode=w/ finetune2022.05 | 90 | 66.8 | |
| TANLTraining Setting=standard2021.01 | 88.9 | 63.7 | |
| TANL2022.05 | 88.9 | 63.7 | |
| TANL2022.05 | 88.9 | 63.7 | |
| DyGIETraining Setting=standard2021.01 | 88.4 | 63.2 | |
| DyGIE2022.05 | 88.4 | 63.2 | |
| Luan et al., 20192022.05 | 88.4 | 63.2 | |
| TANLTraining Setting=multi-dataset2021.01 | 88.2 | 62.5 | |
| MRC4ERETraining Setting=standard2021.01 | 85.5 | 62.1 | |
| MRC4ERE2022.05 | 85.5 | 62.1 | |
| DEEPSTRUCTEvaluation protocol=zero-shot2022.05 | 31.8 | 5.3 | |
| DEEPSTRUCTmode=zero-shot2022.05 | 31.8 | 5.3 |