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FoundIR

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image RestorationFoundIR Average (test)
PSNR25.18
12
Low-light Image EnhancementFoundIR Lowlight (test)
PSNR26.94
12
Image Raindrop RemovalFoundIR Raindrop (test)
PSNR28.94
12
Image DerainingFoundIR Rain (test)
PSNR33.09
12
Image DehazingFoundIR Haze (test)
PSNR22.07
12
JPEG Artifact RemovalFoundIR JPEG (test)
PSNR34.03
12
Image DenoisingFoundIR Noise (test)
PSNR38.61
12
Image DeblurringFoundIR Blur (test)
PSNR25.31
12
Low-light Image EnhancementFoundIR Low-light 1.0 (test)
LPIPS0.2176
11
Image DerainingFoundIR Rain 1.0 (test)
LPIPS0.0795
11
Image DehazingFoundIR Haze 1.0 (test)
LPIPS0.1832
11
Image DenoisingFoundIR Noise 1.0 (test)
LPIPS0.066
11
Image DeblurringFoundIR Blur 1.0 (test)
LPIPS0.1722
11
Joint Denoising and EnhancementFoundIR-L+N
PSNR19.72
10
Low-light EnhancementFoundIR-L
PSNR21.91
10
Multi-degradation Image RestorationFoundIR Mixed Degradations (test)
PSNR39.9
9
Image RestorationFoundIR (test)
PSNR (Blur)20.16
8
Showing 17 of 17 rows