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Fake and manipulated image detection research benchmarks · SOTA2 Research

Fake and manipulated image detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

94Accuracy

25

Jul 8, 2026

89Accuracy

16

Jun 24, 2026

FKG-50K Overall

92Accuracy

16

Jun 24, 2026

FKG-50K Trad-Edit

93Accuracy

16

Jun 24, 2026

FKG-50K Splicing

95Accuracy

16

Jun 24, 2026

FKG-50K Full AI

93Accuracy

16

Jun 24, 2026

FKG-50K AI-Edit

86Accuracy

16

Jun 24, 2026

Popular datasets

FKG FKG-50K CASIA Synthbuster

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