SOTA Pixel-level Forgery Localization benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
DocTamperFCD, DocTamperSCD, DocTamperTest, T-SROIE, Tampered IC13, OSTF, RTM document-oriented (full)		Binary F1 Score92.1	28	19d ago
CASIAv1, COVERAGE, Columbia, NIST16, CocoGlide, AutoSplice nature-oriented (full)	Mesorch	Binary F1 Score89	24	19d ago
Columbia	SparseViT	F195.68	20	1mo ago
In-the-wild	ForgeryVCR	F1 Score69.18	11	3mo ago
DSO	TruFor	F1 Score91.45	11	3mo ago
Korus	TruFor	F1 Score37.82	11	3mo ago
NIST 16	ForgeryVCR	F1 Score0.5001	11	3mo ago
CocoGlide	FakeShield	F1 Score52.05	11	3mo ago
Coverage	ForgeryVCR	F1 Score67.32	11	3mo ago
CASIA v1		F1 Score72.32	11	3mo ago
OpenSDID Average 1.0	MaskCLIP	IoU0.4271	8	3mo ago
OpenSDID Flux.1 1.0 (test)	MaskCLIP	IoU16.22	8	3mo ago
OpenSDID SD3 1.0 (test)	MaskCLIP	IoU43.75	8	3mo ago
OpenSDID SDXL 1.0 (test)	MaskCLIP	IoU30.98	8	3mo ago
OpenSDID SD2.1 1.0 (test)	MaskCLIP	IoU55.5	8	3mo ago
OpenSDID SD1.5 1.0 (test)	MaskCLIP	IoU67.12	8	3mo ago
Average (CASIA v1, Columbia, DSO-1, NIST16)	TruFor	F1 (Facebook)0.634	4	3mo ago
NIST 16	TruFor	F1 Score (Facebook)33.8	4	3mo ago
DSO-1	TruFor	F1 (Facebook)68.5	4	3mo ago
CocoGlide WhatsApp	TruFor	F1 Score46.1	4	3mo ago
CocoGlide (Facebook)	TruFor	F1 Score46	4	3mo ago
DSO-1 WhatsApp	TruFor	F1 Score46.5	4	3mo ago
DSO-1 (Facebook)	TruFor	F1 Score68.5	4	3mo ago
CASIA WhatsApp v1	TruFor	F1 Score71.3	4	3mo ago
CASIA Facebook v1	TruFor	F1 Score71.6	4	3mo ago

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