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Papers Benchmarks Datasets Tasks

Multimodal Manipulation Detection research benchmarks · SOTA2 Research

Multimodal Manipulation Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NewsCLIPpings (test)

71Accuracy

52

Jun 4, 2026

MMFakeBench (test)

79.4Accuracy

52

Jun 4, 2026

82ACC

52

Jun 4, 2026

68.4Accuracy

52

Jun 4, 2026

88.13Accuracy

9

Jun 4, 2026

65.18Accuracy

9

Jun 4, 2026

NewsCLIPpings large-scale

83.45Accuracy

9

Jun 4, 2026

MDSM large-scale

88.49Accuracy

9

Jun 4, 2026

DGM4 large-scale

97.14ACC

9

Jun 4, 2026

Popular datasets

DGM4 MDSM NewsCLIPpings MMFakeBench

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