Hyper-Relational Extraction 벤치마크
Hyper-Relational Extraction on HyperRED
Avg. F1
- 2022-11-18 — CubeRE: Avg. F1 65.04
- 2023-10-08 — Text2NKG: Avg. F1 83.81
| Rank | Model | Avg. F1 | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Text2NKG | 83.81 | Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction | lhrlab/text2nkg | 2023 |
| 2 | CubeRE | 65.04 | A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | declare-lab/hyperred | 2022 |
| 3 | Pipeline Baseline | 62.75 | A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | declare-lab/hyperred | 2022 |
| 4 | Generative Baseline | 62.03 | A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | declare-lab/hyperred | 2022 |