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Image Manipulation Localization On Casia V1

Metriken

Average Pixel F1(Fixed threshold)

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	Average Pixel F1(Fixed threshold)	Paper Title	Repository
CMX (RGB+NP++)	.761	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
MVSS-Net	.528	Image Manipulation Detection by Multi-View Multi-Scale Supervision
Early Fusion	.784	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization
TruFor	.737	TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization	-
ManTraNet	.180	ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features
CMX (RGB+Bayar)	.774	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
CR-CNN	.481	Constrained R-CNN: A general image manipulation detection model	-
CMX (RGB+SRM)	.791	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
Late Fusion	.775	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization
CAT-Net v2	.752	Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization
SPAN	.112	SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization

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