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SOTA Forgery Detection benchmarks and papers with code | Wizwand
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Forgery Detection
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
DiFF Cross-domain Average (test)
RCDN
Cross-domain Avg Acc
94.78
24
4d ago
DiFF T2I (test)
RCDN
Accuracy
99.8
16
4d ago
DiFF I2I (test)
RCDN
Accuracy
99.7
16
4d ago
DiFF FE (test)
RCDN
Accuracy
89.75
16
4d ago
UniversalFakeDetect (test)
CNN-Spot
ProGAN
100
12
4d ago
CAISA 78 (test)
ObjectFormer
AUC
0.882
10
4d ago
IMD20 79 (test)
TransForensics
AUC
0.848
10
4d ago
So-Fake OOD (test)
FGTS
Accuracy
87.5
9
4d ago
FaceForensics++ Average HQ (test)
LipForensics
AUC (Video-level)
97.1
8
4d ago
FaceForensics++ NeuralTextures HQ (test)
LipForensics
AUC (Video-level)
99.3
8
4d ago
FaceForensics++ Face2Face HQ (test)
LipForensics
Video-level AUC
99.7
8
4d ago
FaceForensics++ FaceSwap HQ (test)
Face X-ray
AUC (Video-level)
93.2
8
4d ago
CASIA 1.0
FOCUS
F1 Score
0.892
8
4d ago
HiFi-IFDL Overall (test)
HiFi-Net
AUC
96.8
6
4d ago
HiFi-IFDL Image Edit (test)
HiFi-Net
AUC
91.5
6
4d ago
HiFi-IFDL CNN-syn (test)
HiFi-Net
AUC
0.97
6
4d ago
Korus realistic-tampering (test)
Mean Forensic Similarity
mAP
0.6
5
4d ago
Carvalho (test)
Mean Forensic Similarity
mAP
0.91
5
4d ago
Columbia (test)
Huh et al.
mAP
98
5
4d ago
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