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Papers Benchmarks Datasets Tasks

Fake News Detection research benchmarks – Page 2 · SOTA2 Research

Fake News Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96.46Accuracy

8

Feb 26, 2026

PolitiFact CG -> P

82.82Accuracy

8

Feb 26, 2026

Constraint GP -> C

85.09Accuracy

8

Feb 26, 2026

GossipCop CP -> G

70.93Accuracy

8

Feb 26, 2026

Internal Merged Multimodal Misinformation Dataset

99.6Accuracy

7

Jul 7, 2026

GenFake LLaMA2-7B generated (test)

94.8Accuracy

7

Mar 24, 2026

GenFake GPT-J 6B generated (test)

91.6Accuracy

7

Mar 24, 2026

GenFake GPT-Neo 2.7B generated (test)

94.5Accuracy

7

Mar 24, 2026

Gossipcop (GOS)

97.23Accuracy

7

Feb 26, 2026

Politifact (POL)

84.62Accuracy

7

Feb 26, 2026

Weibo Average 2020

87.54macF1

6

Feb 26, 2026

87.8macF1

6

Feb 26, 2026

88.21macF1

6

Feb 26, 2026

90.13Macro F1

6

Feb 26, 2026

84.02macF1

6

Feb 26, 2026

81.1Accuracy

5

Apr 21, 2026

GossipCop reformed neutral sentiment (test)

79.41Accuracy

5

Feb 26, 2026

reformed PolitiFact neutral sentiment (test)

87.77Accuracy

5

Feb 26, 2026

Time-Sensitive Fake News 2025

74Accuracy

4

Jun 4, 2026

GossipCop Adversarial (test)

70.64Macro F1

4

Feb 26, 2026

GossipCop Original (test)

77.08Macro F1-score

4

Feb 26, 2026

PolitiFact Adversarial (test)

78.44Macro F1

4

Feb 26, 2026

PolitiFact Original (test)

89.92Macro F1

4

Feb 26, 2026

Browser Extensions for Fake News Detection Comparison 1.0

250UX Evaluation Participants

3

Mar 9, 2026

LUN neutralized (test)

70.67Accuracy

2

Feb 26, 2026

Page 2 of 3

Popular datasets

Weibo Politifact Gossipcop LIAR GenFake

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