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Papers Benchmarks Datasets Tasks

Deepfake Detection research benchmarks – Page 3 · SOTA2 Research

Deepfake Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.1AUC

30

May 7, 2026

96.9Accuracy

30

Feb 26, 2026

Celeb-DF 9 (test)

98.9Accuracy

30

Feb 26, 2026

ID-unaware Deepfake Detection Model

0.939AUC

30

Feb 26, 2026

Forensics Adapter

96.9AUC

26

Apr 24, 2026

FaceForensics++ (FF++) HQ (test)

99.96AUC

26

Apr 15, 2026

DM-OS (Diffusion Model-Open Source) Out-of-domain (test)

98.6Accuracy

25

Jun 30, 2026

DM-CS Diffusion Model-Closed Source Out-of-domain (test)

99.7Accuracy

25

Jun 30, 2026

0.889AUC

25

Apr 21, 2026

Adversarial Fake Images SP24

3.63Recall Degradation (ΔR)

24

Jun 4, 2026

Protocol 2 Hybrid, FR, FS, EFS v1 (test)

99.9Hybrid AUC

24

Apr 10, 2026

Protocol 1 (FF++, DFDCP, DFD, CDF2) v1 (test)

99.8Accuracy on FF++

24

Apr 10, 2026

prithivMLmods/open-deepfake-detection

82Accuracy

24

Apr 1, 2026

Aggregate All Unseen (test)

98.06mAP

24

Feb 26, 2026

99.66AP

24

Feb 26, 2026

1AP

24

Feb 26, 2026

FF++ Intra-dataset c23

100AUC

24

Feb 26, 2026

FaceForensics++ c40 (test)

99.5AUC

24

May 15, 2026

93.6AUC

24

Feb 26, 2026

0.986Video AUC

23

Feb 26, 2026

FaceShifter (FSH) (test)

99.6AUC

23

Feb 26, 2026

FaceShifter (FSh)

99.7AUC

23

May 15, 2026

DFD Narrow-band Notch

91.98AUC

22

May 11, 2026

83.92AUC

22

May 11, 2026

0.853AUC

22

May 11, 2026

Page 3 of 14

Popular datasets

FF++Celeb-DF FaceForensics++DFD CDF

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