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Papers Benchmarks Datasets Tasks

Deepfake Detection research benchmarks – Page 10 · SOTA2 Research

Deepfake Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1.76Gender FPR

7

Mar 4, 2026

FF++ Intersection (test)

9.19FFPR

7

Mar 4, 2026

FF++ Race (test)

5.43FFPR

7

Mar 4, 2026

FF++ Gender (test)

Synergistic Fairness Optimization framework

0.53FFPR

7

Mar 4, 2026

DMA dataset (test)

0.981Accuracy

7

Feb 26, 2026

Authentica-HDTF (test)

0.997AUC

7

Feb 26, 2026

Celeb-DF Table 2 (Intra)

98.98Accuracy

7

Feb 26, 2026

95.7AP

7

Feb 26, 2026

Face Forensics in the Wild FFIW10K (test)

Rössler et al.

0.992AUC

7

Feb 26, 2026

Ctrl Shift Face (YouTube) (test)

100Video1 AUC

7

Feb 26, 2026

DMimage Fake (test)

90.7Accuracy

7

Feb 26, 2026

DMimage Real (test)

92.9Accuracy

7

Feb 26, 2026

DMimage Overall (test)

91.8Accuracy

7

Feb 26, 2026

KoDF Lower Quality

83.32AUC

6

Jun 19, 2026

DeepSpeak (Lower Quality)

73.47AUC

6

Jun 19, 2026

FakeAVCeleb (Lower Quality)

85.41AUC

6

Jun 19, 2026

KoDF Higher Quality

0.889AUC

6

Jun 19, 2026

DeepSpeak Higher Quality

89.36AUC

6

Jun 19, 2026

FakeAVCeleb Higher Quality

97.21AUC

6

Jun 19, 2026

DF-TIMIT Higher Quality

100AUC

6

Jun 19, 2026

SP24 Adversarial Fake Images

10.5Recall Degradation (ΔR)

6

Jun 4, 2026

Protocol 2 (Unseen)

89.45Accuracy

6

May 13, 2026

Protocol-2 (Seen)

99.9Accuracy

6

May 13, 2026

97.1Accuracy

6

May 12, 2026

FR DF40-CDF (frame-level)

Frequency-Aware Triple Branch Network

67.1AUC

6

Apr 21, 2026

Page 10 of 14

Popular datasets

FF++Celeb-DF FaceForensics++DFD CDF

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