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Factual Knowledge Evaluation research benchmarks · SOTA2 Research

Factual Knowledge Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

35.3Accuracy

56

May 29, 2026

DyKnow 130 time-sensitive facts Wikidata-derived

80Correctness

24

Mar 18, 2026

Wikidata knowledge infusion

64.69Accuracy

18

Feb 26, 2026

Factual Evaluation Suite HHEM, PopQA, TriviaQA

96.22HHEM Accuracy

12

Apr 3, 2026

28.75WikiBench Score

3

Feb 26, 2026

Popular datasets

Wikidata PopQA WikiBench DyKnow Factual Evaluation Suite

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