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Multihop-RAG

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-hop RetrievalMultiHop-RAG (test)
NDCG@1063.26
24
Multi-hop Question AnsweringMultiHop-RAG
Overall Accuracy88.36
23
Question AnsweringMultiHop-RAG
Exact Match (EM)68.8
22
Reading ComprehensionMultiHop-RAG
Accuracy74.33
16
End-to-End Question AnsweringMultiHop-RAG overall
Exact Match50.61
12
End-to-End Question AnsweringMultiHop-RAG 4-hop
Exact Match74.21
12
End-to-End Question AnsweringMultiHop-RAG 3-hop
Exact Match48.38
12
End-to-End Question AnsweringMultiHop-RAG 2-hop
Exact Match45.09
12
Information RetrievalMultiHop-RAG (test)
Hits@1072.42
12
RetrievalMultihop-RAG
Hit@10.4572
11
RetrievalMultiHop-RAG (test)
Comp@367.6
9
Hypergraph of Text ConstructionMultiHop-RAG
Effort Ratio0.362
9
Source AttributionMultiHop-RAG (test)
Comparison Accuracy98.2
6
Retrieval-Augmented Question AnsweringMultiHop-RAG
Correctness (%)69.2
6
Information RetrievalMultiHop-RAG
MRR@1047.7
6
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