| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MINE benchmark 1.0 (100 articles) (test) | KGGen | NFI0.187 | 25 | 3mo ago | |
| SQL | InstructKG (without Roles) | Node Significance95.22 | 15 | 3mo ago | |
| NLP | InstructKG (without Roles) | Node Significance95.96 | 15 | 3mo ago | |
| Algorithms | InstructKG | Node Significance97.79 | 15 | 3mo ago | |
| MuSiQue | Average Edge Multiplicity1.26 | 8 | 5d ago | ||
| HotpotQA | Avg Edge Multiplicity1.18 | 8 | 5d ago | ||
| SoftRel-Δ | DIAL-KG | Precision93.3 | 4 | 2mo ago | |
| WebNLG | DIAL-KG | Precision84.8 | 4 | 2mo ago | |
| Inpatient Statistics | SGE-GraphRAG | FC Score100 | 2 | 12d ago | |
| WB Population | SGE-GraphRAG | FC Score100 | 2 | 12d ago | |
| WHO Life Expectancy | SGE-GraphRAG | FC100 | 2 | 12d ago |
