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Image Harmonization On Iharmony4

Metrics

MSE
PSNR
fMSE

Results

Performance results of various models on this benchmark

Model Name
MSE
PSNR
fMSE
Paper TitleRepository
RainNet40.2936.12469.60Region-aware Adaptive Instance Normalization for Image Harmonization
DoveNet52.3334.76549.96DoveNet: Deep Image Harmonization via Domain Verification-
Intrinsic38.7135.90400.29Intrinsic Image Harmonization
DCCF24.6537.87-DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
PCT-Net18.8039.28238.27PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations
LRIP24.6238.07296.31Dense Pixel-to-Pixel Harmonization via Continuous Image Representation-
DucoNet18.4739.17212.53Deep Image Harmonization in Dual Color Spaces
PHNet16.0538.54178.11PHNet: Patch-based Normalization for Portrait Harmonization-
HDNet16.5540.46179.49Hierarchical Dynamic Image Harmonization
BargainNet37.8235.88405.23BargainNet: Background-Guided Domain Translation for Image Harmonization
GKNet19.9039.53220.44Learning Global-aware Kernel for Image Harmonization-
D-HT30.3037.55320.78Image Harmonization With Transformer
Harmonizer24.2637.84339.23Harmonizer: Learning to Perform White-Box Image and Video Harmonization
S2CRNet-VGG35.5837.18274.99Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization
HDNet-lite24.9938.63260.65Hierarchical Dynamic Image Harmonization
CDTNet23.7538.23-High-Resolution Image Harmonization via Collaborative Dual Transformations
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