DF-Net: The Digital Forensics Network for Image Forgery Detection

Open paper
Benchmark Model Rank Results
image-manipulation-detection-on-casia-osnDF-Net#1AUC: 0.905F-score: 0.587Intersection over Union: 0.492
image-manipulation-detection-on-casia-osn-1DF-Net#1AUC: 0.902Intersection over Union: 0.467f-Score: 0.564
image-manipulation-detection-on-casia-osn-2DF-Net#1AUC: 0.905Intersection over Union: 0.495f-Score: 0.588
image-manipulation-detection-on-casia-osn-3DF-Net#1AUC: 0.902Intersection over Union: 0.490f-Score: 0.584
image-manipulation-detection-on-casia-v1DF-Net#7AUC: .906
image-manipulation-detection-on-columbiaDF-Net#6AUC: 0.880
image-manipulation-detection-on-columbia-osnDF-Net#2AUC: 0.883f-Score: 0.760Intersection over Union: 0.681
image-manipulation-detection-on-columbia-osn-1DF-Net#2AUC: 0.881f-Score: 0.759Intersection over Union: 0.681
image-manipulation-detection-on-columbia-osn-2DF-Net#2AUC: 0.883f-Score: 0.762Intersection over Union: 0.685
image-manipulation-detection-on-columbia-osn-3DF-Net#1AUC: 0.890f-Score: 0.766Intersection over Union: 0.684
image-manipulation-detection-on-dso-1DF-Net#7AUC: 0.769
image-manipulation-detection-on-dso-osnDF-Net#2AUC: 0.770f-Score: 0.359Intersection over Union: 0.245
image-manipulation-detection-on-dso-osn-1DF-Net#2AUC: 0.765f-Score: 0.358Intersection over Union: 0.245
image-manipulation-detection-on-dso-osn-2DF-Net#2AUC: 0.765f-Score: 0.361Intersection over Union: 0.249
image-manipulation-detection-on-dso-osn-3DF-Net#2AUC: 0.759f-Score: 0.354Intersection over Union: 0.245
image-manipulation-detection-on-nist-osnDF-Net#1AUC: 0.795f-Score: 0.304Intersection over Union: 0.229
image-manipulation-detection-on-nist-osn-1DF-Net#1AUC: 0.799f-Score: 0.314Intersection over Union: 0.238
image-manipulation-detection-on-nist-osn-2DF-Net#1AUC: 0.803f-Score: 0.324Intersection over Union: 0.247
image-manipulation-detection-on-nist-osn-3DF-Net#1AUC: 0.791f-Score: 0.303Intersection over Union: 0.230

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