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CDF

Benchmarks

Task NameDataset NameSOTA ResultTrend
Deepfake DetectionCDF v2
AUC0.963
97
Deepfake DetectionCDF v2
Accuracy (%)83
55
Deepfake DetectionCDF v1
Accuracy86.7
55
Deepfake DetectionCDF v2
Video-level AUC96
48
Face Forgery DetectionCDF v2
Frame-level AUC90.1
42
Face Forgery DetectionCDF v1
Frame-level AUC92.4
40
Face Forgery DetectionCDF v2 (test)
Frame-Level AUC89.1
23
Deepfake DetectionCDF v1 (test)
Accuracy85.8
21
Face Forgery DetectionCDF v1 (test)
Frame-Level AUC91.6
19
Deepfake DetectionCDF v2 (test)
Video-level AUC0.911
19
Image Deepfake DetectionCDF v2
AUC94.7
15
Face Forgery DetectionCDF v2
Video-Level AUC95.6
12
Deepfake DetectionCDF
AUC79.7
12
Deepfake DetectionCDF Narrow-band Notch v2 (test)
AUC0.9261
11
Face Forgery DetectionCDF v2
Video AUC0.956
11
Video Deepfake DetectionCDF v3 2025
AUROC89.5
10
Video Deepfake DetectionCDF v2 2020
AUROC95.7
10
Deepfake DetectionCDF v3
AUROC89.9
8
Video Forgery DetectionCDF v2
AUROC96.8
6
Video-level Deepfake DetectionCDF v3 2025
TPR@FPR=1%30.4
5
Video-level Deepfake DetectionCDF v2 2020
TPR@FPR=1%55.3
5
Video Deepfake DetectionCDF v2 2020
EER11.2
5
Video Deepfake DetectionCDF v3 2025 (test)
AP59.8
5
Video Deepfake DetectionCDF v2 2020 (test)
AP95.3
5
Deepfake DetectionCDF (test)
AUC (video-level)86.1
5
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