Image Generation on SEN12MS-CR

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	DGMR	0.016	No	-	-	Code
2	DiffCR	0.019	No	DiffCR: A Fast Conditional Diffusion Framework f...	2023-08-08	Code
3	UnCRtainTS L2	0.027	No	UnCRtainTS: Uncertainty Quantification for Cloud...	2023-04-11	Code
4	GLF-CR	0.028	No	GLF-CR: SAR-Enhanced Cloud Removal with Global-L...	2022-06-06	Code
5	DSen2-CR	0.031	No	-	-	Code
6	SAR2OPT	0.042	No	-	-	Code
7	SAR-Opt-cGAN	0.043	No	-	-	-
8	Simulation-Fusion GAN	0.045	No	-	-	-
9	SpA GAN	0.045	No	Cloud Removal for Remote Sensing Imagery via Spa...	2020-09-28	Code
10	McGAN	0.048	No	Filmy Cloud Removal on Satellite Imagery with Mu...	2017-10-13	-

#1DGMR
0.016
MAE
No paperCode
#2DiffCRSOTA
0.019
MAE· 2023-08-08
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Code
#3UnCRtainTS L2SOTA
0.027
MAE· 2023-04-11
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series Code
#4GLF-CRSOTA
0.028
MAE· 2022-06-06
GLF-CR: SAR-Enhanced Cloud Removal with Global-Local Fusion Code
#5DSen2-CR
0.031
MAE
No paperCode
#6SAR2OPT
0.042
MAE
No paperCode
#7SAR-Opt-cGAN
0.043
MAE
No paper
#8Simulation-Fusion GAN
0.045
MAE
No paper
#9SpA GANSOTA
0.045
MAE· 2020-09-28
Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network Code
#10McGANSOTA
0.048
MAE· 2017-10-13
Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets