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Papers Benchmarks Datasets Tasks

Question Answering research benchmarks – Page 97 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WebQuestions (WQ) (test)

49.7Exact Match

5

Feb 26, 2026

PubMedQA English (test)

74.64Accuracy

5

Feb 26, 2026

CMedQA Chinese (test)

89.16Accuracy

5

Feb 26, 2026

89.6Accuracy

5

Feb 26, 2026

70.2Accuracy

5

Feb 26, 2026

BioASQ 7b (test)

24.07Strict Accuracy

5

Feb 26, 2026

emrQA Heart Disease

Clinical-Longformer

69.8EM

5

Feb 26, 2026

Clinical-Longformer

0.911EM

5

Feb 26, 2026

emrQA Medication

Clinical-Longformer

30.2EM

5

Feb 26, 2026

BioASQ 6b (test)

79.08Lenient Accuracy

5

Feb 26, 2026

BioASQ 5b (test)

88.28Lenient Accuracy

5

Feb 26, 2026

BioASQ 4b (test)

0.883Lenient Accuracy

5

Feb 26, 2026

TAT-QA 1.0 (dev)

55.2EM

5

Feb 26, 2026

SQuAD 547 passages 1.1 (test)

BART -> LM-finetuning -> QA-finetuning

66.3RA

5

Feb 26, 2026

SQuAD 160 passages subset 1.1 (test)

BART -> LM-finetuning -> QA-finetuning (Added Prefix/Suffix)

79.6RA

5

Feb 26, 2026

SQuAD 20 passages subset 1.1 (test)

BART -> LM-finetuning -> QA-finetuning

0.873RA

5

Feb 26, 2026

SQuAD AddSent 1.0 (adversarial)

78.5F1 Score

5

Feb 26, 2026

96.75Accuracy

5

Feb 27, 2026

ComplexQuestions 341 questions (test)

36.2Aggregate Precision

5

Feb 26, 2026

0.752Accuracy

5

Feb 26, 2026

89.5Accuracy

5

Feb 26, 2026

Adversarial SQuAD (AddSent)

ALUM-RoBERTa-Large

75.5EM

5

Feb 26, 2026

TriviaQA Web (All) (test)

66.37Exact Match

5

Feb 26, 2026

MovieQA DVS 1.0 (val)

40Accuracy

5

Feb 26, 2026

MovieQA Script 1.0 (val)

44Accuracy

5

Feb 26, 2026

Page 97 of 122

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