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Papers Benchmarks Datasets Tasks

Multimodal misinformation detection research benchmarks · SOTA2 Research

Multimodal misinformation detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fact-checking (ours)

82Accuracy

11

Jun 4, 2026

93Accuracy

11

May 19, 2026

0.852Accuracy

10

Feb 26, 2026

63.4Accuracy

4

Jun 4, 2026

57.3Accuracy

4

Jun 4, 2026

60.3Accuracy

4

Jun 4, 2026

MMFakeBench (val)

81.65F1 Score

4

Apr 28, 2026

MMFakeBench official (test)

82.4Accuracy

3

Jun 24, 2026

Popular datasets

MMFakeBench Twitter Weibo NewsCLIPpings DGM4

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