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Papers Benchmarks Datasets Tasks

Deepfake Detection research benchmarks – Page 7 · SOTA2 Research

Deepfake Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DaG Narrow-band Notch

86.32AUC

11

May 11, 2026

WDF Narrow-band Notch

87.91AUC

11

May 11, 2026

DFo Narrow-band Notch

96.12AUC

11

May 11, 2026

CDF Narrow-band Notch v2 (test)

0.926AUC

11

May 11, 2026

FaceForensics++ (FF++) (intra-dataset)

99.8AUC

11

Feb 26, 2026

AV-Deepfake1M official (test)

0.999AUC

11

Feb 26, 2026

99.9Precision

10

Apr 28, 2026

99.7Precision

10

Apr 28, 2026

99.7Precision

10

Apr 28, 2026

Cross-dataset Summary (CDv1, CDv2, DFDC, DFDCP, UADFV) (test)

Forensics Adapter

90.5Average AUC

10

Apr 24, 2026

DFDCP preview (test)

91.58AUC

10

Apr 7, 2026

LipSyncTIMIT (c40)

98AUC

10

Mar 27, 2026

LipSyncTIMIT (c23)

99AUC

10

Mar 27, 2026

LipSyncTIMIT (Original)

99AUC

10

Mar 27, 2026

DFD cross-domain

0.36Gender FFPR

10

Mar 4, 2026

Celeb-DF cross-domain

0.21Gender FFPR

10

Mar 4, 2026

FF++ cross-domain

Synergistic Fairness Optimization framework

1.01Gender FFPR

10

Mar 4, 2026

FF++ Average across scenarios

95.7Accuracy

10

Feb 26, 2026

FF++ Adversarial Attack

91Accuracy

10

Feb 26, 2026

FF++ Partial Noisy

100Accuracy

10

Feb 26, 2026

FF++ Partial Blurring

96Accuracy

10

Feb 26, 2026

FF++ Sunglass Masking

96Accuracy

10

Feb 26, 2026

Celeb-DF frame-level 54 (test)

98.93Accuracy

10

Feb 26, 2026

FaceSwap (FS) (test)

99.27AUC

10

Feb 26, 2026

Face2Face (F2F) (test)

98.94AUC (%)

10

Feb 26, 2026

Page 7 of 14

Popular datasets

FF++Celeb-DF FaceForensics++DFD CDF

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