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ResearchFormerly WizWand

Pixel-level manipulation detection on IMD

76.2F1 ScoreMVSS-Net++
2.56821.68440.859.916Dec 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MVSS-Net++Threshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1276.2
MVSS-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1275.7
ManTra-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1270.5
SPANThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1269.6
GSR-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1268.7
FCNThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1264.5
CR-CNNThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1260
CAT-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1251.7
H-LSTMThreshold Strategy=Optimal threshold per model & testset, Training Data=Published but no longer publicly accessible data2021.1231
MVSS-Net++Threshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1227
CR-CNNThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1226.2
MVSS-NetThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1226
GSR-NetThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1224.3
FCNThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1221
H-LSTMThreshold Strategy=Fixed threshold (0.5), Training Data=Published but no longer publicly accessible data2021.1219.5
ManTra-NetThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1218.7
SPANThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1217
HP-FCNThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1216.9
HP-FCNThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1211.2
CAT-NetThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.125.4