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Image Manipulation Localization On Dso 1

Metrics

Average Pixel F1(Fixed threshold)

Results

Performance results of various models on this benchmark

Model Name	Average Pixel F1(Fixed threshold)	Paper Title	Repository
MVSS-Net	.358	Image Manipulation Detection by Multi-View Multi-Scale Supervision
CMX (RGB+Bayar)	.776	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
ManTraNet	.412	ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features
SPAN	.233	SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization
CR-CNN	.289	Constrained R-CNN: A general image manipulation detection model	-
TruFor	.930	TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization	-
Late Fusion	.899	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization
CMX (RGB+SRM)	.792	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
CAT-Net v2	.584	Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization
CMX (RGB+NP++)	.895	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
Early Fusion	.869	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization

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