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Question Answering research benchmarks – Page 80 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mistral-7B-instruct

52.26Accuracy

7

Feb 26, 2026

PFL-DocVQA (test)

0.702ROUGE-1

7

Feb 26, 2026

RefuteBench 1.0 (test)

98.5FA

7

Feb 26, 2026

65.3Accuracy

7

Feb 26, 2026

Human (expert score)

90Accuracy

7

Feb 26, 2026

MUSIQUE Answerable (test)

SEQGRAPH-SIA-Large

57.6Answer F1

7

Feb 26, 2026

87.59Accuracy

7

Feb 26, 2026

EntailmentBankQA Task 2 (test)

85.6Accuracy

7

Feb 26, 2026

EntailmentBankQA Task 1 (test)

92.7Accuracy

7

Feb 26, 2026

TriviaQA unfiltered Hidden set (test)

89.4Exact Match (EM)

7

Feb 26, 2026

ADVHOTPOT (test)

0.688AUC

7

Feb 26, 2026

HotpotQA Challenge Set 1.0 (test)

Asai et al. (2019) + Pseudo-Evidentiality Training (C-II)

50.15F1 Score

7

Feb 26, 2026

41Accuracy

7

Feb 26, 2026

Spoken-SQuAD 1.1 (test)

(e) + GAN on Embedding

51.1EM

7

Feb 26, 2026

E-commerce QA Human Evaluation (test)

2.865Mean Fluency

7

Feb 26, 2026

ProductQA (test)

0.424Average

7

Feb 26, 2026

Focused Hierarchical RNN

49.6EM

7

Feb 26, 2026

MovieQA Plot Synopses 1.0 (test)

Convnet Fusion (TF-IDF + Word2Vec)

77.6Accuracy

7

Feb 26, 2026

multi-domain debiasing framework

55EM

7

Feb 26, 2026

96.6Accuracy

7

Feb 26, 2026

85.3Accuracy

7

Feb 26, 2026

dual-debiasing framework

37.76Exact Match

7

Feb 26, 2026

46.7LLM Judge Score

6

Jul 9, 2026

SocialIQA (val)

72Exact Match

6

Jul 7, 2026

99Exact Match (EM)

6

Jul 7, 2026

Page 80 of 122

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