Relation Extraction on DialogRE
Metric: F1 (v2) (higher is better)
Metric: F1 (v2) (higher is better)
| # | Model↕ | F1 (v2)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HiDialog | 77.1 | No | Hierarchical Dialogue Understanding with Special... | 2023-04-29 | Code |
| 2 | GRASP_Large | 75.5 | No | GRASP: Guiding model with RelAtional Semantics u... | 2022-08-26 | Code |
| 3 | DiaRE-D2G | 74.5 | No | - | - | Code |
| 4 | TUCORE-GCN_RoBERTa | 73.1 | No | Graph Based Network with Contextualized Represen... | 2021-09-09 | Code |
| 5 | SocAoG | 69.1 | No | SocAoG: Incremental Graph Parsing for Social Rel... | 2021-06-02 | - |
| 6 | GRASP_Base | 69 | No | GRASP: Guiding model with RelAtional Semantics u... | 2022-08-26 | Code |
| 7 | D-REX_RoBERTa | 67.2 | No | D-REX: Dialogue Relation Extraction with Explana... | 2021-09-10 | Code |
| 8 | Dual | 67.1 | No | Semantic Representation for Dialogue Modeling | 2021-05-21 | Code |
| 9 | SimpleRE | 66.7 | No | An Embarrassingly Simple Model for Dialogue Rela... | 2020-12-27 | Code |
| 10 | TUCORE-GCN_BERT | 65.5 | No | Graph Based Network with Contextualized Represen... | 2021-09-09 | Code |
| 11 | Joint_RoBERTa | 65.2 | No | D-REX: Dialogue Relation Extraction with Explana... | 2021-09-10 | Code |