n-ary Relation Extraction on HyperDocRED (test)
83.27Micro PrecisionHyper-KGGen
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Hyper-KGGenvariant=Standard2026.02 | 83.27 | 31.4 | 45.6 | 84.36 | 35.52 | 48.06 | |
| Hyper-KGGen+variant=Plus2026.02 | 80.24 | 43 | 56 | 81.42 | 46.09 | 57.36 | |
| HyperGraphRAG2026.02 | 38.28 | 10.72 | 16.75 | 40.18 | 12.08 | 17.1 | |
| CogRAG2026.02 | 28.84 | 17.94 | 22.12 | 29.26 | 19.33 | 22.43 | |
| HyperRAG2026.02 | 24.39 | 20.5 | 22.28 | 24.86 | 22.24 | 21.96 |