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Image Manipulation Localization On Columbia

Métriques

Average Pixel F1(Fixed threshold)

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Average Pixel F1(Fixed threshold)	Paper Title	Repository
Early Fusion	.888	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization
Late Fusion	.864	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization
CMX (RGB+Bayar)	.872	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
TruFor	.859	TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization	-
CR-CNN	.631	Constrained R-CNN: A general image manipulation detection model	-
MVSS-Net	.729	Image Manipulation Detection by Multi-View Multi-Scale Supervision
CMX (RGB+SRM)	.834	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
CAT-Net v2	.859	Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization
SPAN	.759	SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization	-
ManTraNet	.508	ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features	-
CMX (RGB+NP++)	.884	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers

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