MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization

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Benchmark Model Rank Results
image-manipulation-detection-on-casia-v1Late Fusion#1Balanced Accuracy: .860AUC: .930
image-manipulation-detection-on-casia-v1Early Fusion#2Balanced Accuracy: .845AUC: .929
image-manipulation-detection-on-cocoglideLate Fusion#1Balanced Accuracy: .677AUC: .760
image-manipulation-detection-on-cocoglideEarly Fusion#2Balanced Accuracy: .660AUC: .755
image-manipulation-detection-on-columbiaEarly Fusion#1Balanced Accuracy: .962AUC: .996
image-manipulation-detection-on-columbiaLate Fusion#2Balanced Accuracy: .822AUC: .977
image-manipulation-detection-on-coverageEarly Fusion#1Balanced Accuracy: .770AUC: .839
image-manipulation-detection-on-coverageLate Fusion#2Balanced Accuracy: .720AUC: .792
image-manipulation-detection-on-dso-1Early Fusion#1Balanced Accuracy: .935AUC: .966
image-manipulation-detection-on-dso-1Late Fusion#2Balanced Accuracy: .830AUC: .958
image-manipulation-localization-on-casia-v1Early Fusion#2Average Pixel F1(Fixed threshold): .784
image-manipulation-localization-on-casia-v1Late Fusion#3Average Pixel F1(Fixed threshold): .775
image-manipulation-localization-on-cocoglideLate Fusion#2Average Pixel F1(Fixed threshold): .574
image-manipulation-localization-on-cocoglideEarly Fusion#4Average Pixel F1(Fixed threshold): .553
image-manipulation-localization-on-columbiaEarly Fusion#1Average Pixel F1(Fixed threshold): .888
image-manipulation-localization-on-columbiaLate Fusion#4Average Pixel F1(Fixed threshold): .864
image-manipulation-localization-on-coverageEarly Fusion#1Average Pixel F1(Fixed threshold): .663
image-manipulation-localization-on-coverageLate Fusion#2Average Pixel F1(Fixed threshold): .641
image-manipulation-localization-on-dso-1Late Fusion#1Average Pixel F1(Fixed threshold): .899
image-manipulation-localization-on-dso-1Early Fusion#3Average Pixel F1(Fixed threshold): .869

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