OpenCodePapers

image-manipulation-localization-on-columbia

Image Manipulation Localization
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PaperCodeAverage Pixel F1(Fixed threshold)ModelNameReleaseDate
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization✓ Link.888Early Fusion2023-12-04
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link.884CMX (RGB+NP++)2022-03-09
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link.872CMX (RGB+Bayar)2022-03-09
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization✓ Link.864Late Fusion2023-12-04
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization.859TruFor2022-12-21
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization✓ Link.859CAT-Net v22021-08-30
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link.834CMX (RGB+SRM)2022-03-09
SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization✓ Link.759SPAN
Image Manipulation Detection by Multi-View Multi-Scale Supervision✓ Link.729MVSS-Net2021-04-14
Constrained R-CNN: A general image manipulation detection model.631CR-CNN2019-11-19
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features✓ Link.508ManTraNet2019-06-01
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