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Benchmarks
Face Forgery Detection on DF40 FS split
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75.37
Accuracy
NPR
51.3772
57.6061
63.835
70.0639
Dec 3, 2025
Accuracy
Detection Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Detection Rate
NPR
Method category=CNN-ba...
2025.12
75.37
17.37
DLED
2025.12
71.37
33.61
D^3
Method category=CLIP-b...
2025.12
70.46
8.14
UnivFD
Method category=CLIP-b...
2025.12
68.81
3.88
CLIP
Method category=CLIP-b...
2025.12
67.24
-
CLIPing
Method category=CLIP-b...
2025.12
66.44
14.38
SBI
Method category=Two-stage
2025.12
65.15
1.07
UCF
Method category=CNN-ba...
2025.12
65.08
0.3
SPSL
Method category=CNN-ba...
2025.12
65.07
16.71
Xception
Method category=CNN-ba...
2025.12
64.6
23.9
SIA
Method category=CNN-ba...
2025.12
62.09
13.59
OC-FakeDect
Method category=Two-stage
2025.12
58.16
14.68
CLIP
Method category=CLIP-b...
2025.12
52.3
0.81
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