Multihop-RAG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-hop Retrieval | MultiHop-RAG (test) | NDCG@1063.26 | 24 | |
| Question Answering | MultiHop-RAG | Exact Match (EM)68.8 | 22 | |
| Multi-hop Question Answering | MultiHop-RAG | Overall Accuracy88.36 | 15 | |
| End-to-End Question Answering | MultiHop-RAG overall | Exact Match50.61 | 12 | |
| End-to-End Question Answering | MultiHop-RAG 4-hop | Exact Match74.21 | 12 | |
| End-to-End Question Answering | MultiHop-RAG 3-hop | Exact Match48.38 | 12 | |
| End-to-End Question Answering | MultiHop-RAG 2-hop | Exact Match45.09 | 12 | |
| Information Retrieval | MultiHop-RAG (test) | Hits@1072.42 | 12 | |
| Retrieval | Multihop-RAG | Hit@10.4572 | 11 | |
| Hypergraph of Text Construction | MultiHop-RAG | Effort Ratio0.362 | 9 | |
| Information Retrieval | MultiHop-RAG | MRR@1047.7 | 6 |
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