GraphRAG Content Quality Evaluation on semiconductor Leiden level C2 post-cutoff
52Comprehensiveness Win CountRkH
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RkHHierarchy Level=LF, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 52 | 41 | 7 | 47 | 49 | 4 | |
| M2hCHierarchy Level=LF, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 52 | 38 | 10 | 64 | 32 | 4 | |
| MRCHierarchy Level=LF, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 48 | 42 | 10 | 54 | 44 | 2 | |
| RkHHierarchy Level=L1, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 46 | 46 | 8 | 38 | 54 | 8 | |
| M2hCHierarchy Level=L1, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 44 | 40 | 16 | 50 | 38 | 12 | |
| MRCHierarchy Level=L1, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 36 | 42 | 22 | 46 | 46 | 8 |