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Papers Benchmarks Datasets Tasks

Image Deepfake Detection research benchmarks · SOTA2 Research

Image Deepfake Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.991AUC

62

May 11, 2026

0.965AUC

47

May 12, 2026

0.93AUC

23

May 15, 2026

94.7AUC

15

Feb 26, 2026

0.909AUC

13

Feb 26, 2026

DFBench AI-Edited (test)

57.32Object Enhance Accuracy

9

Mar 19, 2026

85.32Accuracy

9

Mar 19, 2026

89.92Accuracy

9

Mar 19, 2026

88.32Accuracy

9

Mar 19, 2026

90.03Accuracy

9

Mar 19, 2026

91.74Accuracy

9

Mar 19, 2026

DFBench Overall (Full partition)

54.44Accuracy

9

Mar 19, 2026

DFBench SD3.5 Large (AI-generated)

36.41Accuracy

8

Mar 19, 2026

DFBench Playground AI-generated 1.0

43.33Accuracy

8

Mar 19, 2026

Popular datasets

DFBench KonIQ KADID TID CSIQ

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