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Benchmarks
Image Manipulation Detection and Localization on CASIA 1+
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97
Accuracy
UniShield
43.96
57.73
71.5
85.27
Oct 3, 2025
Accuracy
Image F1 Score
IoU
Pixel F1 Score
Updated 16d ago
Evaluation Results
Method
Method
Links
Accuracy
Image F1 Score
IoU
Pixel F1 Score
UniShield
2025.10
97
96
70
77
FakeShield
2025.10
95
95
54
60
IML-ViT
2025.10
92
93
69
76
PSCC-Net
2025.10
90
89
36
46
CAT-Net
2025.10
88
87
44
51
MVSS-Net
2025.10
62
76
40
48
SPAN
2025.10
60
44
11
14
MantraNet
2025.10
52
68
9
13
HiFi-Net
2025.10
46
44
13
18
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