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Automated Fact-Checking research benchmarks · SOTA2 Research

Automated Fact-Checking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AVeriTeC (test)

causal explanation-based verdict prediction system

54Precision

4

Feb 26, 2026

CREDENCE-decomp

71.2Accuracy

3

Jun 19, 2026

CREDENCE-decomp

79.9Accuracy

3

Jun 19, 2026

CREDENCE-decomp

67Accuracy

3

Jun 19, 2026

CREDENCE-decomp

69.91Accuracy

3

Jun 19, 2026

CREDENCE-decomp

89.98Accuracy

3

Jun 19, 2026

70.8Macro F1

3

May 13, 2026

85.8Macro F1

3

May 13, 2026

77.6Macro F1 Score

3

May 13, 2026

RSS Reasoner-Specific (test)

causal explanation-based verdict prediction system

55Precision

2

Feb 26, 2026

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AVeriTeC FEVER SciFact LIAR RSS

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