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Cloud Removal On Sen12Ms Cr

Metrics

MAE

PSNR

SAM

SSIM

Results

Performance results of various models on this benchmark

Model Name	MAE	PSNR	SAM	SSIM	Paper Title	Repository
McGAN	0.048	25.14	15.676	0.744	Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets	-
SpA GAN	0.045	24.78	18.085	0.754	Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network
SAR2OPT	0.042	25.87	14.788	0.793	SAR TO OPTICAL IMAGE SYNTHESIS FOR CLOUD REMOVAL WITH GENERATIVE ADVERSARIAL NETWORKS
DSen2-CR	0.031	27.76	9.472	0.874	Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion
SAR-Opt-cGAN	0.043	25.59	15.494	0.764	A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images	-
GLF-CR	0.028	28.64	8.981	0.885	GLF-CR: SAR-Enhanced Cloud Removal with Global-Local Fusion
Simulation-Fusion GAN	0.045	24.73	16.633	0.701	Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks	-
DiffCR	0.019	31.77	5.821	0.902	DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images
UnCRtainTS L2	0.027	28.90	8.320	0.880	UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series

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