| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| GraphRAG Content Quality Evaluation | semiconductor Leiden level C3 post-cutoff | Comprehensiveness Win Count51 | 6 | |
| GraphRAG Content Quality Evaluation | semiconductor Leiden level C2 post-cutoff | Comprehensiveness Win Count52 | 6 | |
| Directness | semiconductor C3 community level post-cutoff (test) | Wins58 | 6 | |
| Directness | semiconductor C2 community level post-cutoff (test) | Win Rate63 | 6 | |
| Diversity | semiconductor Leiden level C1 | Win Rate70 | 6 | |
| Diversity | semiconductor Leiden level C0 | Win Rate64 | 6 | |
| Comprehensiveness | semiconductor Leiden level C1 | Win Rate (%)72 | 6 | |
| Comprehensiveness | semiconductor Leiden level C0 | Win Rate68 | 6 | |
| Community Summary Evaluation | semiconductor C3 (post-cutoff) | Comprehensiveness Win Count67 | 6 | |
| Community Summary Evaluation | semiconductor C2 (post-cutoff) | Comprehensiveness Win60 | 6 |