Image Harmonization

Benchmarks

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

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