Anomaly Detection on CocoGlide

Metric: AUC (higher is better)

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#	Model↕	AUC▼	Augmentations	Paper	Date↕	Code
1	ManTraNet	0.778	No	-	-	Code
2	Late Fusion	0.76	No	MMFusion: Combining Image Forensic Filters for V...	2023-12-04	Code
3	Early Fusion	0.755	No	MMFusion: Combining Image Forensic Filters for V...	2023-12-04	Code
4	TruFor	0.752	No	TruFor: Leveraging all-round clues for trustwort...	2022-12-21	-
5	CAT-Net v2	0.667	No	Learning JPEG Compression Artifacts for Image Ma...	2021-08-30	Code
6	MVSS-Net	0.654	No	Image Manipulation Detection by Multi-View Multi...	2021-04-14	Code
7	CR-CNN	0.589	No	Constrained R-CNN: A general image manipulation ...	2019-11-19	-
8	SPAN	0.475	No	-	-	Code

#1ManTraNet
0.778
AUC
No paperCode
#2Late FusionSOTA
0.76
AUC· 2023-12-04
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization Code
#3Early Fusion
0.755
AUC· 2023-12-04
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization Code
#4TruForSOTA
0.752
AUC· 2022-12-21
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization
#5CAT-Net v2SOTA
0.667
AUC· 2021-08-30
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization Code
#6MVSS-NetSOTA
0.654
AUC· 2021-04-14
Image Manipulation Detection by Multi-View Multi-Scale Supervision Code
#7CR-CNNSOTA
0.589
AUC· 2019-11-19
Constrained R-CNN: A general image manipulation detection model
#8SPAN
0.475
AUC
No paperCode