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Deepfake Detection on Celeb-DF frame-level 54 (test)
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98.93
Accuracy
DE-Adapter
83.5796
87.5648
91.55
95.5352
Dec 26, 2025
Accuracy
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
DE-Adapter
Category=Fine-tuned
2025.12
98.93
99.91
GenDF
Category=Fine-tuned
2025.12
98.82
99.94
RECCE*
Category=Custom-made
2025.12
98.59
99.94
UIA-ViT*
Category=Custom-made
2025.12
98.52
98.84
RFM
Category=Custom-made
2025.12
97.96
99.94
MultiAtt
Category=Custom-made
2025.12
97.92
99.94
Xception
Category=Pre-trained
2025.12
97.9
99.73
Add-Net
Category=Custom-made
2025.12
96.93
99.55
F3-Net
Category=Custom-made
2025.12
95.95
98.93
ViT*
Category=Pre-trained
2025.12
84.17
87.19
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