Knowledge Retrieval on Wikipedia (45 country-specific domains, 89 queries) (test)
0.9ComprehensivenessGraphRAGDRIFT-dec
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GraphRAGDRIFT-decCategory=Decentralized2026.02 | 0.9 | 0.88 | 0.75 | 0.88 | 0.85 | 414.88 | 879,911 | |
| GraphRAGDRIFT-cCategory=Centralized2026.02 | 0.72 | 0.7 | 0.45 | 0.63 | 0.63 | 231.85 | 693,731 | |
| GraphRAGLocalCategory=Centralized2026.02 | 0.65 | 0.55 | 0.35 | 0.58 | 0.53 | 34.4 | 11,223 | |
| SCOUT-RAGCategory=Decentralized2026.02 | 0.65 | 0.6 | 0.4 | 0.58 | 0.56 | 75.32 | 159,169 | |
| GraphRAGGlobalCategory=Centralized2026.02 | 0.6 | 0.5 | 0.3 | 0.55 | 0.49 | 45.89 | 640,574 |