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Fake News Classification research benchmarks · SOTA2 Research

Fake News Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90Precision

5

Feb 26, 2026

UrduFakeNews 2021

93Precision

5

Feb 26, 2026

UrduFakeNews 2023

100Precision

5

Feb 26, 2026

ATG (Ax-to-Grind)

94Precision

5

Feb 26, 2026

CONSTRAINT challenge COVID-19 Fake News dataset (test)

Ensemble Model + Heuristic Post-Processing

98.83Accuracy

5

Feb 26, 2026

neuro-fuzzy model

89.3Accuracy

1

May 19, 2026

neuro-fuzzy model

94.1Accuracy

1

May 19, 2026

Popular datasets

UrduFakeNews Twitter CONSTRAINT challenge COVID-19 Fake News ATG (Ax-to-Grind)UrduFake

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