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Denoising on ImageNet noise level sigma=0.1 (val)
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34
PSNR
CARD
9.56
15.905
22.25
28.595
Dec 4, 2025
PSNR
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
LPIPS
CARD
Category=Ours
2025.12
34
0.07
DDRM
Category=Prior-Based (...
2025.12
31
0.14
BM3D
Category=Prior-Based (...
2025.12
30.1
0.11
DDNM
Category=Prior-Based (...
2025.12
28.1
0.25
PCST
Category=Learning-Base...
2025.12
25.6
0.36
Noise2Info
Category=Learning-Base...
2025.12
25.2
0.24
APRRD-NBSN
Category=Learning-Base...
2025.12
24.9
0.31
APRRD-BSN
Category=Learning-Base...
2025.12
23.9
0.25
DnCNN
Category=Learning-Base...
2025.12
22.6
0.24
Restormer
Category=Learning-Base...
2025.12
10.5
0.78
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