Question Answering on NQ (EM, Avg)
56.1EMHyDE + GeoRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyDE + GeoRAGCandidates=top-200→52026.06 | 56.1 | 55.4 | |
| GraphRAG + GeoRAGCandidates=top-200→52026.06 | 55.4 | 56.4 | |
| Hybrid RRF + GeoRAGCandidates=top-200→52026.06 | 55.2 | 55.7 | |
| Dense + GeoRAGCandidates=top-200→52026.06 | 54.8 | 54.7 | |
| MultiQuery + GeoRAGCandidates=top-200→52026.06 | 54.8 | 56.4 | |
| BM25 + GeoRAGCandidates=top-200→52026.06 | 52.6 | 53.2 | |
| HyDE (direct)Candidates=top-52026.06 | 47.1 | 48.8 | |
| GraphRAG (direct)Candidates=top-52026.06 | 46.3 | 49.7 | |
| Hybrid RRF (direct)Candidates=top-52026.06 | 46.2 | 49.2 | |
| MultiQuery (direct)Candidates=top-52026.06 | 45.9 | 49.5 | |
| Dense (direct)Candidates=top-52026.06 | 44.1 | 47.2 | |
| BM25 (direct)Candidates=top-52026.06 | 42.8 | 46 |