Conciseness Evaluation on UltraDomain
100Bio ScoreGraphRAG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GraphRAG2025.11 | 100 | 100 | 90 | 90 | 100 | |
| LightRAG2025.11 | 100 | 100 | 95 | 100 | 100 | |
| Full2025.11 | 94.74 | 100 | 83.33 | 94.74 | 100 | |
| Qwen3-embedding2025.11 | 90 | 78.57 | 73.68 | 76.92 | 44.44 | |
| MemoRAG2025.11 | 86.67 | 94.12 | 84.21 | 81.25 | 76.47 | |
| Stella-v52025.11 | 72.22 | 62.5 | 61.11 | 71.43 | 78.95 | |
| BGE-M32025.11 | 70.59 | 69.23 | 38.89 | 66.67 | 55 | |
| Jina-emb-v32025.11 | 66.67 | 53.85 | 60 | 58.82 | 40 | |
| HippoRAG2025.11 | 33.33 | 22.22 | 50 | 60 | 40 |