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Fact Verification research benchmarks – Page 4 · SOTA2 Research

Fact Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

77.8Accuracy

4

Feb 26, 2026

92.2Accuracy

3

Feb 26, 2026

76.8Label Accuracy

3

Feb 26, 2026

FEVER Strict-Multi

MDR + KGAT with BERT rerank

72.1Label Accuracy (LA)

3

Feb 26, 2026

1,000 most-edited Wikipedia articles Tier 2 Web

87.9Precision

2

Mar 26, 2026

1,000 most-edited Wikipedia articles Tier 1

89.8Precision

2

Mar 26, 2026

59.93Accuracy

2

Feb 26, 2026

Page 4 of 4

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FEVER InfoTabs CREAK X-Fact TabFact

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