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Image Manipulation Detection on GauGAN COCO (test)

99.69AP (%)proactive IMD
54.460466.202777.94589.6873Mar 29, 2022

Evaluation results

MethodLinks
proactive IMDTrain GM=STGAN + AutoGAN, Set size=32022.0399.69—
proactive IMDTrain GM=STGAN, Set size=32022.0391.62—
proactive IMDTrain GM=STGAN, Set size=202022.0390.58—
proactive IMDTrain GM=AutoGAN, Set size=32022.0386.57—
proactive IMDTrain GM=AutoGAN, Set size=202022.0384.24—
[10]Train GM=ProGAN2022.0383.3—
[48]Train GM=ProGAN2022.0367—
[59]Train GM=AutoGAN2022.0361—
[28]Train GM=CycleGAN2022.0356.2—
proactive IMDTrain GM=STGAN2022.03—43
Wang et al.Train GM=ProGAN2022.03—37.14