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CASIA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Pixel-level manipulation detectionCASIA v1+
F1 Score77.1
22
Ocular Disease RecognitionCASIA2 NC (test)
Accuracy81.52
20
Image-level manipulation detectionCASIA v1+
AUC0.942
19
Image Manipulation Detection and LocalizationCASIA v1
I-AUC94.8
15
Image Forgery DetectionCASIA v1+
AUC94.2
15
Image forgery localizationCASIA v1+
F1 Score (best)85.2
14
Pixel-level Manipulation DetectionCASIA v1
F1 Score75.3
14
Model Inversion AttackCASIA
Acc@180.95
12
Image-level forgery detectionCASIA v1
F1 Score91.93
11
Ocular Disease Recognition (NC grading)CASIA2 NC
Accuracy81.87
11
Pixel-level Forgery LocalizationCASIA v1
F1 Score72.32
11
Bounding Box LocalizationCASIA v1
IoU69.62
10
Tamper LocalizationCASIA 1+
IoU62
10
Image Manipulation LocalizationCasia v1+ (test)
F1 Score79.4
10
Image Manipulation LocalizationCASIA
F1 Score57.9
10
Traditional Tampering LocalizationCASIA (test)
IoU67.5
8
Forgery DetectionCASIA 1.0
F1 Score0.892
8
ClassificationCASIA (meta-test)
Classification Error0.4
8
Image Forgery ClassificationCASIA 2
Accuracy95.1
7
ClassificationCASIA (meta-train)
Classification Error0.2
7
Tamper LocalizationCASIA v1
IoU37.6
6
Image ClassificationCASIA
Classification Error (%)0.8
6
Forgery LocalizationCASIA
AUC86.6
6
Image Manipulation LocalizationCASIA (test)
AUC0.817
6
Speech Emotion RecognitionCASIA
Macro F157.2
5
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