Relation Extraction on NYT10-HRL
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ReRe | 73.95 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 2 | ReRe (exact) | 73.4 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 3 | TPLinker | 72.45 | No | TPLinker: Single-stage Joint Extraction of Entit... | 2020-10-26 | Code |
| 4 | TPLinker Wang et al. (2020)* | 72.45 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 5 | TPLinker | 71.93 | No | TPLinker: Single-stage Joint Extraction of Entit... | 2020-10-26 | Code |
| 6 | TPLinker Wang et al. (2020)*(exact) | 71.93 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 7 | CasRel (exact) | 70.11 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 8 | CasRel (exact) | 70.11 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 9 | HRL | 64.4 | No | A Hierarchical Framework for Relation Extraction... | 2018-11-09 | Code |
| 10 | HRL Takanobu et al. (2019) | 64.4 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |