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Denoising on ImageNet noise level sigma=0.5 (val)
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29.1
PSNR
CARD
9.548
14.624
19.7
24.776
Dec 4, 2025
PSNR
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
LPIPS
CARD
Category=Ours
2025.12
29.1
0.15
BM3D
Category=Prior-Based (...
2025.12
25.8
0.33
DDRM
Category=Prior-Based (...
2025.12
24.8
0.33
Noise2Info
Category=Learning-Base...
2025.12
24.6
0.26
APRRD-NBSN
Category=Learning-Base...
2025.12
22.4
0.45
APRRD-BSN
Category=Learning-Base...
2025.12
22
0.38
DnCNN
Category=Learning-Base...
2025.12
20.4
0.46
PCST
Category=Learning-Base...
2025.12
19.8
0.63
DDNM
Category=Prior-Based (...
2025.12
16.3
0.57
Restormer
Category=Learning-Base...
2025.12
10.3
0.96
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