List your company
ResearchFormerly WizWand

Pixel-level manipulation detection on MEAN Across datasets

72.8F1 ScoreMVSS-Net++
5.92823.28940.6558.011Dec 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MVSS-Net++Threshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1272.8
MVSS-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1272.4
SPANThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1268.8
ManTra-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1265.9
FCNThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1257.6
CAT-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1256.5
CR-CNNThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1253.4
GSR-NetThreshold Strategy=Optimal threshold per model & testset, Training Data=CASIAv22021.1253.4
MVSS-Net++Threshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1238.7
MVSS-NetThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1237.2
GSR-NetThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1231
CR-CNNThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1229.4
HP-FCNThreshold Strategy=Optimal threshold per model & testset, Training Data=Private2021.1225.8
H-LSTMThreshold Strategy=Optimal threshold per model & testset, Training Data=Published but no longer publicly accessible data2021.1224.4
FCNThreshold Strategy=Fixed threshold (0.5), Training Data=CASIAv22021.1222.8
SPANThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1221.4
ManTra-NetThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1219.1
CAT-NetThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.1218.3
H-LSTMThreshold Strategy=Fixed threshold (0.5), Training Data=Published but no longer publicly accessible data2021.1217.6
HP-FCNThreshold Strategy=Fixed threshold (0.5), Training Data=Private2021.128.5