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CASIA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image Manipulation LocalizationCASIA v1
F1 Score84
54
Gait De-identificationCASIA-B
Rank-1 Accuracy89.6
25
Tamper LocalizationCASIA 1+
IoU62
22
Pixel-level manipulation detectionCASIA v1+
F1 Score77.1
22
Forgery localizationCASIA v2
F1 Score83
21
Ocular Disease RecognitionCASIA2 NC (test)
Accuracy81.52
20
Image Forgery LocalizationCASIA v1
Pixel-level AUC95.7
20
Image-level manipulation detectionCASIA v1+
AUC0.942
19
Forgery DetectionCASIA V2.0
Accuracy81
17
Fake and manipulated image detectionCASIA v2
Accuracy89
16
Image-level manipulation detectionCASIA v1
AUC0.839
16
Image Forgery LocalizationCASIA v2 (test)
DSC63.1
15
Image Forgery LocalizationCASIA Unseen Domain v1
mIoU52
15
Image Forgery LocalizationCASIA Seen Domain v2
mIoU56.7
15
Handwriting RecognitionCASIA 5
CER8.39
15
Tamper LocalizationCASIA v1
IoU78
15
Image Manipulation Detection and LocalizationCASIA v1
I-AUC94.8
15
Image Forgery DetectionCASIA v1+
AUC94.2
15
Image Forgery LocalizationCASIA 1.0+
F1 Score56.9
14
Image forgery localizationCASIA v1+
F1 Score (best)85.2
14
Pixel-level Manipulation DetectionCASIA v1
F1 Score75.3
14
Image Forgery DetectionCASIA 1.0+
Accuracy99.2
13
Image-level Nature Image Forgery DetectionCASIA v1
AUC96.3
12
Palmprint VerificationCASIA
TAR @ FAR=1e-666.53
12
Model Inversion AttackCASIA
Acc@180.95
12
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