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Papers Benchmarks Datasets Tasks

Question Answering research benchmarks – Page 106 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SQuAD (test dev)

ELECTRA-large (SQuAD)

89.7EM

4

Feb 26, 2026

BioASQ 7b-factoid Batch 5

28.57SACC

4

Feb 26, 2026

BioASQ 7b-factoid Batch 4

61.18SACC

4

Feb 26, 2026

BioASQ factoid Batch 2 7b

52SACC

4

Feb 26, 2026

SQuAD benign 1.0 (test)

93.8F1 Score

4

Feb 26, 2026

TempQuestions (test)

36Aggregate Precision

4

Feb 26, 2026

MMQA QH-PH 5.2 (test)

m-BERT based MMC

46.41EM

4

Feb 26, 2026

MMQA QE-PH 5.2 (test)

m-BERT based MMC

45.12Exact Match (EM)

4

Feb 26, 2026

Complex WebQuestions (test)

45.9Hits@1

4

Feb 26, 2026

MovieQA DVS 1.0 (test)

35Accuracy

4

Feb 26, 2026

MovieQA Script 1.0 (test)

39.4Accuracy

4

Feb 26, 2026

MovieQA Subtitle 1.0 (test)

38.5Accuracy

4

Feb 26, 2026

TriviaQA Web domain Verified (dev)

60.31Exact Match (EM)

4

Feb 26, 2026

TriviaQA Web domain Distant Supervision (dev)

46.68EM

4

Feb 26, 2026

TriviaQA Wiki domain Verified (test)

50.51Exact Match (EM)

4

Feb 26, 2026

ComplexQuestions (test)

40.9F1 Score

4

Feb 26, 2026

CuratedTREC (test)

31.3Top-1 Accuracy

4

Feb 26, 2026

42.3Average Accuracy

3

Jul 7, 2026

64.3Accuracy

3

Jul 3, 2026

78.6Accuracy

3

Jul 3, 2026

63.54QA Accuracy (8K Context)

3

Jul 3, 2026

HotpotQA bridge-k=2

63.2F1 Score

3

Jul 3, 2026

68.5Always-RAG Accuracy

3

Jun 30, 2026

TriviaQA (test)

78.5Always-RAG Accuracy

3

Jun 30, 2026

75.4Accuracy

3

Jun 19, 2026

Page 106 of 122

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