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Factual recall research benchmarks · SOTA2 Research

Factual recall

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LLM-PeerReview-W

77Accuracy

16

Feb 26, 2026

58MMLU Factual Recall Accuracy

14

Feb 26, 2026

Factual recall GPT-2 small (n=500)

81.6Top-1 Accuracy

12

Jun 23, 2026

33.9Hit@1

6

May 20, 2026

Post-solution probe

0.756AUROC

3

Jul 9, 2026

0.734Tau

3

Jun 11, 2026

Popular datasets

FACTUAL MMLU TriviaQA Tri-REx Factual recall

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