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Pixel-level manipulation detection on CASIA v1+

77.1F1 ScoreMVSS-Net++
11.0628.20545.3562.495Dec 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MVSS-Net++Threshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1277.1
MVSS-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1275.3
FCNThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1274.2
ManTra-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1269.2
SPANThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1268.8
CR-CNNThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1266.2
GSR-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1257.4
CAT-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1257.3
MFCNThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1254.1
MVSS-Net++Threshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1251.3
MVSS-NetThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1245.2
FCNThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1244.1
RGB-NThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1240.8
CR-CNNThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1240.5
GSR-NetThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1238.7
HP-FCNThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1221.4
H-LSTMThreshold Strategy=Optimal threshold per model & testset, Training Data=Published but no longer publicly accessible data2021.1220.9
SPANThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1218.4
ManTra-NetThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1215.5
H-LSTMThreshold Strategy=Fixed threshold (0.5), Training Data=Published but no longer publicly accessible data2021.1215.4
HP-FCNThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1215.4
CAT-NetThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1213.6