GraphRAG Content Quality Evaluation on semiconductor Leiden level C3 post-cutoff
51Comprehensiveness Win CountM2hC
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| M2hCHierarchy Level=L1, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 51 | 30 | 19 | 49 | 36 | 15 | |
| M2hCHierarchy Level=LF, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 50 | 24 | 26 | 58 | 34 | 8 | |
| RkHHierarchy Level=LF, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 49 | 32 | 19 | 52 | 36 | 12 | |
| MRCHierarchy Level=L1, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 46 | 44 | 10 | 45 | 45 | 10 | |
| MRCHierarchy Level=LF, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 44 | 44 | 12 | 54 | 45 | 1 | |
| RkHHierarchy Level=L1, Judge Model=GPT-4o-mini, Data Cutoff=post-cutoff2026.03 | 39 | 36 | 25 | 45 | 48 | 7 |