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Denoising on ImageNet noise level sigma=0.9 (val)
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26.7
PSNR
CARD
9.436
13.918
18.4
22.882
Dec 4, 2025
PSNR
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
LPIPS
CARD
Category=Ours
2025.12
26.7
0.22
Noise2Info
Category=Learning-Base...
2025.12
23.3
0.29
DDRM
Category=Prior-Based (...
2025.12
22.7
0.4
BM3D
Category=Prior-Based (...
2025.12
22.4
0.5
APRRD-NBSN
Category=Learning-Base...
2025.12
20.5
0.54
APRRD-BSN
Category=Learning-Base...
2025.12
20.1
0.51
DnCNN
Category=Learning-Base...
2025.12
18.1
0.66
PCST
Category=Learning-Base...
2025.12
16.6
0.79
DDNM
Category=Prior-Based (...
2025.12
12.3
0.68
Restormer
Category=Learning-Base...
2025.12
10.1
1.14
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