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Question Answering research benchmarks – Page 120 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

18.3Accuracy

1

Apr 8, 2026

27.9Accuracy

1

Apr 8, 2026

Retrieval Agent

93.2Accuracy

1

Apr 7, 2026

80.23F1 Score

1

Apr 1, 2026

SimpleQA (200 random samples)

Llama / Minitron

0.981Alignment Score

1

Mar 10, 2026

59.5Accuracy

1

Feb 26, 2026

75.9Accuracy

1

Feb 26, 2026

0.791Accuracy

1

Feb 26, 2026

83.7Accuracy

1

Feb 26, 2026

76.4Accuracy (%)

1

Feb 26, 2026

59Accuracy

1

Feb 26, 2026

86.7Accuracy

1

Feb 26, 2026

Trinity Large Base

83.3Score

1

Feb 26, 2026

0.36F1 Score

1

Feb 26, 2026

PoultryTalk (test)

84Semantic Similarity

1

Feb 26, 2026

Average (6 datasets) macro-average (test)

57.68EM

1

Feb 26, 2026

Düzce University Undergraduate Legislation Challenging (test 3)

Regulation Expert (Offline Response-Based Knowledge Distillation)

66.7Success Rate

1

Feb 26, 2026

Düzce University Undergraduate Legislation General (test 2)

Regulation Expert (Offline Response-Based Knowledge Distillation)

96.7Success Rate

1

Feb 26, 2026

Düzce University Undergraduate Legislation Regulation (test 1)

Regulation Expert (Offline Response-Based Knowledge Distillation)

0.9Success Rate

1

Feb 26, 2026

GPQA Adversarial Setting (test)

MA-Outcome (ECL E)

100Accuracy

1

Feb 26, 2026

77.17Accuracy

1

Feb 26, 2026

62.28Accuracy

1

Feb 26, 2026

33.68Accuracy

1

Feb 26, 2026

78.91Accuracy

1

Feb 26, 2026

OneStopQA intermediate

65.74Accuracy

1

Feb 26, 2026

Page 120 of 122

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