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LLaRS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Brightness EnhancementLLaRS-1M
PSNR64.27
8
Histogram Equalization ReversalLLaRS-1M
PSNR19.69
8
Linear Stretch ReversalLLaRS-1M
PSNR25.29
8
DestripingLLaRS-1M
PSNR49.62
8
DeblurringLLaRS-1M
PSNR45.26
8
DenoisingLLaRS-1M
PSNR43.84
8
Spatiotemporal FusionLLaRS-1M
PSNR32.73
8
DehazingLLaRS-1M
PSNR22.81
8
Super-ResolutionLLaRS 1M
PSNR44.1
8
PansharpeningLLaRS 1M
PSNR34.76
8
Cloud RemovalLLaRS-1M
PSNR31.18
8
Remote Sensing Image RestorationLLaRS Average across tasks
SAM8.38
8
Brightness EnhancementLLaRS Brightness Enhancement
SAM0.0188
8
Histogram Equalization ReversalLLaRS Histogram Equalization Reversal
SAM21.62
8
Linear Stretch ReversalLLaRS Linear Stretch Reversal
SAM19.25
8
DestripingLLaRS Destriping
SAM0.0246
8
DeblurringLLaRS Deblurring
SAM4.54
8
DenoisingLLaRS Denoising
SAM0.0408
8
Spatio-Temporal FusionLLaRS Spatio-Temporal Fusion
SAM7.52
8
Haze RemovalLLaRS Haze Removal
SAM0.0442
8
Super-ResolutionLLaRS Super-Resolution
SAM2.11
8
PansharpeningLLaRS Pansharpening
SAM0.0721
8
Cloud RemovalLLaRS Cloud Removal
SAM25.19
8
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