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Benchmarks
Open Set Face Forgery Detection on DF40 (FE & SM)
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74.48
Accuracy
DLED
46.5456
53.7978
61.05
68.3022
Dec 3, 2025
Accuracy
Detection Rate
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Detection Rate
DLED
2025.12
74.48
82.18
NPR
Method category=CNN-ba...
2025.12
71.45
29.2
UnivFD
Method category=CLIP-b...
2025.12
66.34
8.22
D^3
Method category=CLIP-b...
2025.12
66.33
8.26
CLIPing
Method category=CLIP-b...
2025.12
66.26
19.27
CLIP
Method category=CLIP-b...
2025.12
66.24
-
SBI
Method category=Two-stage
2025.12
62.27
0.66
SPSL
Method category=CNN-ba...
2025.12
60.02
25.98
OC-FakeDect
Method category=Two-stage
2025.12
56.74
11.67
SIA
Method category=CNN-ba...
2025.12
56.29
22.53
Xception
Method category=CNN-ba...
2025.12
55.28
29.04
UCF
Method category=CNN-ba...
2025.12
52.69
1.8
CLIP
Method category=CLIP-b...
2025.12
47.62
0.25
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