Relation Extraction on NYT11-HRL
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RERE | 56.23 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 2 | TPLinker | 55.67 | No | TPLinker: Single-stage Joint Extraction of Entit... | 2020-10-26 | Code |
| 3 | ReRe (exact) | 55.47 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 4 | TPLinker | 55.28 | No | TPLinker: Single-stage Joint Extraction of Entit... | 2020-10-26 | Code |
| 5 | CasRel | 53.9 | No | A Novel Cascade Binary Tagging Framework for Rel... | 2019-09-07 | Code |
| 6 | HRL | 53.8 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 7 | HRL | 53.8 | No | Revisiting the Negative Data of Distantly Superv... | 2021-05-21 | Code |
| 8 | SPTree | 53.1 | No | End-to-End Relation Extraction using LSTMs on Se... | 2016-01-05 | Code |
| 9 | CasRel (exact) | 51.25 | No | A Novel Cascade Binary Tagging Framework for Rel... | 2019-09-07 | Code |
| 10 | NovelTagging | 47.9 | No | Joint Extraction of Entities and Relations Based... | 2017-06-07 | Code |
| 11 | Cotype | 43 | No | CoType: Joint Extraction of Typed Entities and R... | 2016-10-27 | Code |
| 12 | CopyR | 42.1 | No | - | - | Code |