Overview of Image Inpainting and Forensic Technology

Table 8

The detailed list of datasets.

Forensic type	Dataset name		Started year	No. original/forged	Image size	Format
Splicing	Columbia	gray	2004	933/912	128×128	BMP
		Color	2006	183/180	757 × 568∼1152 × 768	Raw, BMP
	DSO-1		2013	100/100	2048 × 1536	PNG
	CASIA	1.0	2013	800/921	384 × 256	JPG
		2.0	2013	7491/5123	240 × 160 ∼ 800 × 600	BMP, TIF, JPG
Camera-based forensics	[184]		2009	1053580/—	1600 × 1200 ∼ 3072 × 2048	JPEG
	Dresden		2010	Over 14000/—	2592 × 1944 ∼ 4032 × 3024	Raw, JPEG
	IMD2020		2020	37000/—	Various	—
Double JPEG compression	[185]		2012	100/110	256 × 256 ∼ 1024 × 1024	TIFF
	[186]		2018	18946	256 × 256	RAW
Copy-move	MICC F220		2011	110/110	722 × 48 ∼800 × 600	JPG
	MICC F2000		2011	1,300/700	2048 × 1536	JPG
	FAU		2012	48/48	2362 × 1581∼ 3888 × 2592	PNG, JPG
	CoMoFoD		2013	260/160	512 × 512 ∼ 3 000 × 2 000	PNG, JPG
	GRIP		2015	80/80	768 × 1024	PNG
	COVERAGE		2016	100/100	400 × 486	TIF
GAN-generated forensics	[159]		2018	More than 18,432/18,432	256 × 256	—
	FFHQ		2019	70000/-	1024 × 1024	PNG
	[160]		2020	3,000/3,000	256 × 256	JPG
	IMD2020		2020	37,000/37,000	Various	—
Various manipulations	NC2017		2017	2667/1410	160 × 120∼8000 × 5320	Raw, PNG, BMP, JPG
	PS-battles		2018	11,142/102,028	130 × 60∼ 10,000 × 8558	PNG, JPG
	MFC2018		2018	14,156/3,265	128 × 104∼ 7952 × 5304	Raw, PNG, BMP, JPG, TIF
	MFC2019		2019	10,279/5,750	160 × 120∼2624 × 19680	Raw, PNG, BMP, JPG, TIF
	DEFACTO		2019	–/229,000	240 × 320∼ 640 × 640	TIF