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Image Harmonization On Iharmony4

Metrics

MSE

PSNR

fMSE

Results

Performance results of various models on this benchmark

				Paper Title	Repository
DoveNet	52.33	34.76	549.96	DoveNet: Deep Image Harmonization via Domain Verification
RainNet	40.29	36.12	469.60	Region-aware Adaptive Instance Normalization for Image Harmonization
Intrinsic	38.71	35.90	400.29	Intrinsic Image Harmonization	-
BargainNet	37.82	35.88	405.23	BargainNet: Background-Guided Domain Translation for Image Harmonization
S2CRNet-VGG	35.58	37.18	274.99	Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization
D-HT	30.30	37.55	320.78	Image Harmonization With Transformer	-
HDNet-lite	24.99	38.63	260.65	Hierarchical Dynamic Image Harmonization
DCCF	24.65	37.87	-	DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
LRIP	24.62	38.07	296.31	Dense Pixel-to-Pixel Harmonization via Continuous Image Representation
Harmonizer	24.26	37.84	339.23	Harmonizer: Learning to Perform White-Box Image and Video Harmonization
CDTNet	23.75	38.23	-	High-Resolution Image Harmonization via Collaborative Dual Transformations
GKNet	19.90	39.53	220.44	Learning Global-aware Kernel for Image Harmonization	-
PCT-Net	18.80	39.28	238.27	PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations	-
DucoNet	18.47	39.17	212.53	Deep Image Harmonization in Dual Color Spaces
HDNet	16.55	40.46	179.49	Hierarchical Dynamic Image Harmonization
PHNet	16.05	38.54	178.11	PHNet: Patch-based Normalization for Portrait Harmonization	-

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