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Single-hop Question Answering research benchmarks · SOTA2 Research

Single-hop Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

73.6EM

200

Jul 8, 2026

72EM

147

Jul 8, 2026

0.641F1

111

May 26, 2026

51.7Exact Match (EM)

60

May 19, 2026

TriviaQA (test)

66Accuracy

60

Jul 7, 2026

51.5Accuracy

43

Jul 7, 2026

49.1Accuracy

37

May 14, 2026

Single-hop QA Average

59.61F1 Score

35

Mar 19, 2026

Natural Questions (NQ) (test)

47.5EM

33

Mar 5, 2026

68.1Exact Match

30

Mar 19, 2026

LoCoMo Single-Hop

50.45F1 Score

24

Jul 3, 2026

PopQA out-of-domain

52.4Accuracy

24

Jun 5, 2026

LoCoMo Single-Hop (test)

Reproduced Baselines

37.9F1

24

Feb 26, 2026

48.9Accuracy

22

Jul 7, 2026

23.76Overall Score

22

Feb 26, 2026

Llama-3-8B-Instruct

44.79Score

22

Feb 26, 2026

23.89Score

22

Feb 26, 2026

Llama-3-8B-Instruct with DCS

45.83Score

22

Feb 26, 2026

NQ (Natural Questions) (test)

InfoReasoner-3B

45.3Accuracy

21

Feb 26, 2026

86.8F1 Score

21

Feb 26, 2026

NQ (Natural Questions) in-domain (test)

31.45EM

20

Feb 26, 2026

TriviaQA (out-of-domain)

68Accuracy

19

May 29, 2026

48.2Accuracy

19

May 29, 2026

31.36Score

17

Feb 26, 2026

45.1Score

17

Feb 26, 2026

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