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Question Answering research benchmarks – Page 42 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

51.26GPT Accuracy

14

Mar 4, 2026

76.2GPT Accuracy

14

Mar 4, 2026

63.4ARCe Accuracy

14

Mar 18, 2026

86.03Accuracy

14

Feb 26, 2026

50.4Accuracy

14

Feb 26, 2026

44.27Accuracy

14

Feb 26, 2026

48.5Accuracy

14

Feb 26, 2026

17.21Accuracy

14

Feb 26, 2026

2WikiMultiHopQA, HotpotQA, and MuSiQue Aggregate (test)

24.5Average Accuracy

14

Apr 21, 2026

Sailor2-L-20B-Chat

81.4Accuracy

14

Feb 26, 2026

Mixed Dataset (NQ, PopQA, HotpotQA, 2Wiki) (test)

71.6Accuracy

14

Feb 26, 2026

59.46EM

14

Feb 26, 2026

0.277ROUGE-Lsum

14

Feb 26, 2026

SCALENET (Layer-wise)

83.06ROUGE-Lsum

14

Feb 26, 2026

AVG. Aggregate of NQ, TQA, HQA, 2WIKI (test)

42.5EM

14

Feb 26, 2026

2WikiMultiHopQA December 2018 Wikipedia dump (test)

28.6EM

14

Feb 26, 2026

TriviaQA Wikipedia dump December 2018 (test)

67.3EM

14

Feb 26, 2026

NQ (Natural Questions) December 2018 Wikipedia dump (test)

36.9EM

14

Feb 26, 2026

27.2EM

14

Feb 26, 2026

35.2EM

14

Feb 26, 2026

2WIKI (out-of-domain)

40EM

14

Feb 26, 2026

HQA (in-domain)

39.6EM

14

Feb 26, 2026

82.5Accuracy

14

Feb 27, 2026

HaluSearch (MCTS)

45.4Accuracy

14

Feb 26, 2026

65.98Vanilla Accuracy

14

Feb 26, 2026

Page 42 of 122

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