ResearchBenchmarksImage Manipulation Detection and Localization on CASIA 1+Image Manipulation Detection and Localization on CASIA 1+Follow97AccuracyUniShield43.9657.7371.585.27Oct 3, 2025Evaluation resultsMethodMethodLinksAccuracyImage F1 ScoreIoUPixel F1 ScoreUniShield2025.1097967077FakeShield2025.1095955460IML-ViT2025.1092936976PSCC-Net2025.1090893646CAT-Net2025.1088874451MVSS-Net2025.1062764048SPAN2025.1060441114MantraNet2025.105268913HiFi-Net2025.1046441318