Image Manipulation Localization On Columbia

Metriken

Average Pixel F1(Fixed threshold)

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

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

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Image Manipulation Localization On Columbia | SOTA | HyperAI