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Papers Benchmarks Datasets Tasks

Factual Reasoning research benchmarks · SOTA2 Research

Factual Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

39.33MCQ Accuracy

18

Mar 31, 2026

3.21Accuracy

8

Jun 23, 2026

HaluEval General

Domain-Grounded Tiered Retrieval

30Baseline Wins

2

Mar 19, 2026

Domain-Grounded Tiered Retrieval

12Baseline Wins

2

Mar 19, 2026

Domain-Grounded Tiered Retrieval

16Baseline Wins

2

Mar 19, 2026

MMLU Global Facts

Domain-Grounded Tiered Retrieval

3Baseline Wins

2

Mar 19, 2026

Domain-Grounded Tiered Retrieval

4Baseline Wins

2

Mar 19, 2026

Popular datasets

TruthfulQA MMLU HaluEval TimeQA FreshQA

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