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Question Answering Retrieval research benchmarks · SOTA2 Research

Question Answering Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Natural Questions NQ320k

0.685HR@1

13

Feb 26, 2026

STaRK synthetically generated

62Hit@1

12

May 15, 2026

STaRK human-generated

55.8Hit@1

9

May 15, 2026

38.6nDCG@10

9

Feb 26, 2026

76.9nDCG@10

8

Feb 26, 2026

CausalQA HotpotQA

15.4Hit@1

6

Mar 10, 2026

CausalQA SQuAD v2.0

29.3Hit@1

6

Mar 10, 2026

CausalQA Natural Questions

15.7Hit@1

6

Mar 10, 2026

CausalQA MS MARCO

21.3Hit@1

6

Mar 10, 2026

Popular datasets

CausalQA STARK Natural Questions FiQA BioASQ

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