Exposure Correction

Benchmarks

Dataset Name	SOTA Method	Metric
MSEC Average 1 (test)	ECM	PSNR20.87	21	1mo ago
Combined over and underexposed images 1.0 (test)	coarse-to-fine DNN	PSNR (Expert A)19.158	18	5mo ago
Introduced -1 and -1.5 relative EVs 1.0 (test)		PSNR (Expert A)20.153	18	5mo ago
Introduced +0, +1, and +1.5 relative EVs 1.0 (test)	coarse-to-fine DNN	PSNR (Expert A)18.976	18	5mo ago
SICE (Average)	Ours	PSNR22.67	15	3mo ago
MSEC Average	Ours	PSNR23.72	15	3mo ago
SICE (Over)	Ours	PSNR21.85	14	3mo ago
SICE Under	Ours	PSNR23.49	14	3mo ago
MSEC (Over)	Ours	PSNR23.83	14	3mo ago
MSEC (Under)	Ours	PSNR23.64	14	3mo ago
Generic Images	Adaptive LUT	Runtime (s) (256x256)0.0008	12	1mo ago
SICE	Ours	LPIPS0.2117	11	5mo ago
MSEC	PSENet	LPIPS0.2104	11	5mo ago
SICE 27 (Average)	SIMR	PSNR18.7368	11	5mo ago
SICE Under 27	SIMR	PSNR19.4152	11	5mo ago
MSEC Average 12	SIMR	PSNR19.9662	11	5mo ago
LIME (test)	STAR	DE6.7729	10	2mo ago
MEF (test)		DE Score6.9282	10	2mo ago
Exposure correction dataset MIT-Adobe FiveK based (test)	IAT	PSNR (Expert A)19.9	10	5mo ago
REED Average	Ours	PSNR25.68	9	3mo ago
REED Over	Ours	PSNR24.53	9	3mo ago
REED Under	Ours	PSNR26.91	9	3mo ago
Generic exposure correction dataset	CuDi	Runtime (ms)0.91	8	1mo ago
LCDP	Ours	PSNR24.41	8	3mo ago
LOL dataset (test)	HICNet	PSNR19.329	5	1mo ago

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