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Papers Benchmarks Datasets Tasks

Deepfake Detection research benchmarks – Page 8 · SOTA2 Research

Deepfake Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Deepfakes (DF) (test)

99.54AUC (%)

10

Feb 26, 2026

NeuralTextures (NT) (test)

94.92AUC (%)

10

Feb 26, 2026

NeuralTextures (NT), Deepfakes (DF), Face2Face (F2F), FaceSwap (FS), FaceShifter (FSH), CelebDFV2 (CDFv2), and Face Forensics in the Wild (FFIW10K) raw (test)

79NT

10

Feb 26, 2026

99.4AUC

10

Feb 26, 2026

DiffSwap (test)

93.73AUC

9

Apr 7, 2026

FaceForensics++

99.96Saturation Score

9

Apr 7, 2026

Celeb-DF++ unseen generators

88.89Average Accuracy

9

Apr 1, 2026

100AUC

9

Mar 30, 2026

80.76AUC

9

Mar 30, 2026

95.62AUC

9

Mar 30, 2026

FaceForensics++ NT c23

0.996AUROC

9

Mar 30, 2026

FaceForensics++ c23 FS

100AUROC

9

Mar 30, 2026

FaceForensics++ F2F c23

99.57AUROC

9

Mar 30, 2026

FaceForensics++ DF c23

100AUROC

9

Mar 30, 2026

100AUC

9

Mar 27, 2026

86.53AUC

9

Feb 26, 2026

Celeb-DF (CDF) (test)

0.991Avg CDF AUC

9

Feb 26, 2026

0.83Video-level AUC

9

May 11, 2026

99.5AUC

9

Feb 26, 2026

WLDR Dataset1 (Fold 6)

96.5Accuracy

8

Jun 5, 2026

WLDR K-Fold Cross Validation Dataset1 (Fold 5)

95.5Accuracy

8

Jun 5, 2026

WLDR Fold 4 Dataset1 (K-Fold Cross Validation)

95.4Accuracy

8

Jun 5, 2026

WLDR Fold 3 Dataset1 (K-Fold Cross Validation)

94.9Accuracy

8

Jun 5, 2026

WLDR Dataset1 (Fold 2)

92.7Accuracy

8

Jun 5, 2026

79.3AUROC (%)

8

May 12, 2026

Page 8 of 14

Popular datasets

FF++Celeb-DF FaceForensics++DFD CDF

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