Image Manipulation Localization on COVERAGE

11개 결과 · ⬇ CSV · JSON

Average Pixel F1(Fixed threshold)

Rank	Model	Average Pixel F1(Fixed threshold)	Paper	Code	Year
1	Early Fusion	.663	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization	idt-iti/mmfusion-iml	2023
2	Late Fusion	.641	MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization	idt-iti/mmfusion-iml	2023
3	CMX (RGB+SRM)	.630	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers	huaaaliu/rgbx_semantic_segmentation	2022
4	TruFor	.600	TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization		2022
5	CMX (RGB+Bayar)	.592	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers	huaaaliu/rgbx_semantic_segmentation	2022
6	CMX (RGB+NP++)	.577	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers	huaaaliu/rgbx_semantic_segmentation	2022
7	MVSS-Net	.514	Image Manipulation Detection by Multi-View Multi-Scale Supervision	dong03/MVSS-Net · dddb11/MVSS-Net	2021
8	CR-CNN	.391	Constrained R-CNN: A general image manipulation detection model		2019
9	CAT-Net v2	.381	Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization	mjkwon2021/cat-net	2021
10	ManTraNet	.317	ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features	ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch	2019
11	SPAN	.235	SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization	ZhiHanZ/IRIS0-SPAN