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Papers Benchmarks Datasets Tasks

Deepfake Detection research benchmarks – Page 6 · SOTA2 Research

Deepfake Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NTIRE Deepfake Detection Challenge Public 2026 (test)

AntInternational

92.34AUC

14

Apr 29, 2026

DF40 and FFHQ unseen generators

89.8Average Accuracy (ACC)

14

Apr 1, 2026

Unseen Advanced Generators VAE, HART, FLUX

51.18Average Accuracy

14

Apr 1, 2026

95.01Accuracy

14

Mar 10, 2026

Synergistic Fairness Optimization framework

0.016DPD

14

Mar 4, 2026

98.06BlendFace Score

14

Apr 10, 2026

DeepfakeBench Cross-manipulation Evaluation

98.2UniFace

13

Jun 2, 2026

DeepfakeBench Cross-dataset Evaluation

97.7CDFv2 Score

13

Jun 2, 2026

99.23Accuracy

13

Mar 17, 2026

99.95AUC

13

Feb 26, 2026

DFDC Preview (test)

77.92AUC

13

Feb 26, 2026

Celeb-DF CD1 v1

96.41AUC

13

Feb 26, 2026

99.25AUC

13

Feb 26, 2026

DF-TIMIT (Lower Quality)

100AUC

12

Jun 19, 2026

FS DF40-CDF (frame-level)

93.9AUC

12

Apr 21, 2026

FF++ C23 (test)

Frequency-Aware Triple Branch Network

0.99AUC

12

Apr 21, 2026

NTIRE 2026 (val)

92AUC

12

Apr 7, 2026

FakeAVCeleb Intra-dataset

99.2Accuracy

12

Mar 16, 2026

79.7AUC

12

Feb 26, 2026

OpenCLIP-ViT-B/32

99.68Accuracy

12

Feb 26, 2026

ForgeryNet (val)

0.943AUC

12

Feb 26, 2026

CodecFake+ CoSG ExtEval

21.8EER

11

Jun 8, 2026

CodecFake+ CoSG (Eval)

2.78EER

11

Jun 8, 2026

Average across OOD datasets

88.47AUC

11

May 11, 2026

Average Narrow-band Notch

90.47AUC

11

May 11, 2026

Page 6 of 14

Popular datasets

FF++Celeb-DF FaceForensics++DFD CDF

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