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Factual Knowledge research benchmarks · SOTA2 Research

Factual Knowledge

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.7Accuracy

44

Mar 24, 2026

41.88Seen Accuracy

21

May 26, 2026

Global-MMLU-Lite

58.5Seen Accuracy

21

May 26, 2026

MMLU-Pro (test)

Alpaca-GPT4 + NAIT (GSM)

24.5Accuracy

12

Mar 16, 2026

Alpaca-GPT4 + SelectIT

47.9Accuracy

12

Mar 16, 2026

KoLA WaterBench (test)

37.5GM

11

Feb 26, 2026

5.26Disagreement Rate

10

Mar 23, 2026

mParaRel English (all)

77.7Accuracy

9

Feb 27, 2026

58.4EM

5

Feb 26, 2026

81.04EM

5

Feb 26, 2026

Popular datasets

MMLU BoolQ INCLUDE Global MMLU mParaRel

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