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Question Answering research benchmarks – Page 113 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

37.3Accuracy

3

Feb 26, 2026

SQuAD All Wikipedia (test)

29.8Top-1 EM Accuracy

3

Feb 26, 2026

11.8Average Error Rate

3

Feb 26, 2026

CNN full task (test)

0.363Error Rate

3

Feb 26, 2026

CNN full task (val)

37.9Error Rate

3

Feb 26, 2026

dual-debiasing framework

75.98Exact Match

3

Feb 26, 2026

40EM

2

Jun 30, 2026

Text role collaboration

37.8Text EM

2

Jun 30, 2026

99.9Quality

2

Jun 26, 2026

0Cost (cents)

2

Jun 26, 2026

99.6Quality (%)

2

Jun 26, 2026

HotpotQA FullWiki n=250 shared-corpus stress run

Entity-first KG

218Answer Count

2

Jun 23, 2026

Dense Retrieval

47.8Accuracy

2

Jun 23, 2026

Dense Retrieval

71.2Accuracy

2

Jun 23, 2026

HotpotQA FullWiki

Dense Retrieval

72.1Accuracy

2

Jun 23, 2026

Dense Retrieval

65.5Accuracy

2

Jun 23, 2026

Dense Retrieval

95Accuracy

2

Jun 23, 2026

Dense Retrieval

75Accuracy

2

Jun 23, 2026

TriviaQA rc.wikipedia first 200 examples (val)

Retrieval Order

0Mean Jaccard

2

Jun 19, 2026

NQ-Open first 200 examples public (val)

Retrieval Order

6.8Mean Jaccard

2

Jun 19, 2026

HotpotQA full-wiki first 200 examples (val)

Retrieval Order

0Mean Jaccard

2

Jun 19, 2026

NSF-QA Close-talk

68.3Content Accuracy

2

Jun 17, 2026

83Sel-AUC

2

Jun 17, 2026

21.65Accuracy/F1

2

Jun 16, 2026

CaseHOLD (CHOLD)

74.1Accuracy/F1 Score

2

Jun 16, 2026

Page 113 of 122

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