Image Harmonization

Benchmarks

Dataset Name	SOTA Method	Metric
iHarmony4 HFlickr	LEMART	MSE40.7	58	1mo ago
iHarmony4 (all)	GKNet	MSE19.9	53	1mo ago
iHarmony4 Hday2night	HDNet	MSE31.97	51	1mo ago
iHarmony4 HAdobe5k	HDNet	MSE13.58	43	1mo ago
iHarmony4 HCOCO	LEMART	MSE10.1	38	1mo ago
HAdobe5k iHarmony4 (test)	LEMaRT	MSE18.8	37	1mo ago
iHarmony4	HDNet	MSE16.55	27	1mo ago
S-Adobe5K (test)	Unet + S2AD + pp	MSE20.47	25	1mo ago
iHarmony4 HCOCO	S2CRNet-VGG16	MSE23.22	20	1mo ago
DIH99 (test)	S2CRNet	Average Processing Time (s)0.03	17	1mo ago
iHarmony4 0%-100% foreground ratio	S2CRNet-VGG16	MSE35.58	12	1mo ago
iHarmony4 15%-100% foreground ratio	S2CRNet-VGG16	MSE103.42	12	1mo ago
iHarmony4 5%-15% foreground ratio	S2CRNet-VGG16	MSE25.37	12	1mo ago
iHarmony4 0%-5% foreground ratio	S2CRNet-VGG16	MSE6.8	12	1mo ago
99 real composite images (test)	DoveNet	B-T Score1.437	12	1mo ago
HAdobe5K	HDNet	PSNR41.56	11	1mo ago
iHarmony4 all 1.0 (test)	LEMaRT	PSNR39.8	11	1mo ago
iHarmony4 HD2N 1.0 (test)	LEMaRT	PSNR38.1	11	1mo ago
iHarmony4 HFlickr 1.0 (test)	LEMaRT	PSNR35.3	11	1mo ago
iHarmony4 HCOCO 1.0 (test)	LEMaRT	PSNR41	11	1mo ago
iHarmony4 All 256x256 LR (test)	iDIH-HRNet	MSE22.15	10	1mo ago
iHarmony4 HFlickr 256x256 LR (test)	iDIH-HRNet	PSNR33.88	10	1mo ago
iHarmony4 Hday2night 256x256 LR (test)	CDTNet	PSNR37.95	10	1mo ago
iHarmony4 HCOCO 256x256 LR (test)	iDIH-HRNet	PSNR39.63	10	1mo ago
iHarmony4 HAdobe5K 256x256 LR (test)	HINet	PSNR38.31	10	1mo ago

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