Retrieval on 2WikiMultiHopQA v1 (test)
85R@2EGfm-Retriever
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Gfm-Retriever2026.03 | 85 | 88.3 | 91.3 | 93.8 | 1.1 | |
| HippoRAG 22026.03 | 83.6 | 86.5 | 88.9 | 90.1 | 3.1 | |
| PropRAG2026.03 | 82 | 86 | 87.9 | 90.1 | 2.8 | |
| GFM-RAG2026.03 | 72.6 | 87.6 | 79.1 | 92.4 | 3.7 | |
| HippoRAGprompt_strategy=IRCoT2026.03 | 69.3 | 86.3 | 75.8 | 93.9 | 4.7 | |
| HippoRAG2026.03 | 65.1 | 83.1 | 68.4 | 87 | 8.6 | |
| SubgraphRAG2026.03 | 64.3 | 80.3 | 70.7 | 85.5 | 9.3 | |
| FLARE2026.03 | 63 | 69 | 67.1 | 73.1 | 6.8 | |
| GraphRAG2026.03 | 57 | 72 | 61.6 | 77.3 | 11.7 | |
| ColBERTv2prompt_strategy=IRCoT2026.03 | 56.9 | 67.9 | 64.1 | 74.4 | 8.1 | |
| GTR2026.03 | 56.7 | 65.7 | 60.2 | 67.9 | 14.1 | |
| ColBERTv22026.03 | 54.7 | 64.7 | 59.2 | 68.2 | 11.6 | |
| G-Retriever2026.03 | 54.3 | — | 60.8 | 67.8 | 15.6 | |
| BM25prompt_strategy=IRCoT2026.03 | 53.8 | 68.8 | 61.2 | 75.6 | 13.3 | |
| Proposition2026.03 | 50.7 | 58.7 | 56.4 | 63.1 | 14.6 | |
| BM252026.03 | 46.9 | 57.9 | 51.8 | 61.9 | 18.3 | |
| Contrieverprompt_strategy=IRCoT2026.03 | 44.8 | 56.8 | 51.6 | 63.8 | 12.3 | |
| Adaptive-RAG2026.03 | 41.7 | 58.7 | 44.7 | 61.4 | 15.3 | |
| RAPTOR2026.03 | 41 | 50 | 46.3 | 53.8 | 17.2 | |
| LightRAG2026.03 | 40.9 | 54.9 | 45.1 | 59.1 | 20.5 | |
| Contriever2026.03 | 39.7 | 51.7 | 46.6 | 57.5 | 17.7 |