← Cloud Removal

Papers with Code · CC BY-SA 4.0

SEN12MS-CR

아카이브 평가 10건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
DGMR	MAE 0.016 PSNR 33.17 SAM 4.840 SSIM 0.929	DGMR: Diffusion Guided Masked Reconstruction Framework for Multimodal Cloud Removal 2025-05-01	코드 1
DiffCR	MAE 0.019 PSNR 31.77 SAM 5.821 SSIM 0.902	DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images 2023-08-08	코드 1
UnCRtainTS L2	MAE 0.027 PSNR 28.90 SAM 8.320 SSIM 0.880	UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series 2023-04-11	코드 1
GLF-CR	MAE 0.028 PSNR 28.64 SAM 8.981 SSIM 0.885	GLF-CR: SAR-Enhanced Cloud Removal with Global-Local Fusion 2022-06-06	코드 1
DSen2-CR	MAE 0.031 PSNR 27.76 SAM 9.472 SSIM 0.874	Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion 2020-07-02	코드 1
SAR2OPT	MAE 0.042 PSNR 25.87 SAM 14.788 SSIM 0.793	SAR TO OPTICAL IMAGE SYNTHESIS FOR CLOUD REMOVAL WITH GENERATIVE ADVERSARIAL NETWORKS 2018-09-26	코드 1
SAR-Opt-cGAN	MAE 0.043 PSNR 25.59 SAM 15.494 SSIM 0.764	A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images 2018-11-04	연결 없음
Simulation-Fusion GAN	MAE 0.045 PSNR 24.73 SAM 16.633 SSIM 0.701	Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks 2020-01-05	연결 없음
SpA GAN	MAE 0.045 PSNR 24.78 SAM 18.085 SSIM 0.754	Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network 2020-09-28	코드 1 · 코드 2
McGAN	MAE 0.048 PSNR 25.14 SAM 15.676 SSIM 0.744	Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets 2017-10-13	연결 없음