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Benchmarks
Uniform Deblurring on ImageNet 256x256 (val)
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0.367
LPIPS
VML-MAPpre
0.35544
0.43347
0.5115
0.58953
Dec 11, 2025
LPIPS
FID
Updated 1mo ago
Evaluation Results
Method
Method
Links
LPIPS
FID
VML-MAPpre
Preconditioned=true
2025.12
0.367
165.2
VML-MAPτ_pre
Noise Level (σy)=0.05,...
2025.12
0.4
151.4
MAPGA
2025.12
0.459
194.9
VML-MAP
Preconditioned=false
2025.12
0.509
200.4
VML-MAPτ
Noise Level (σy)=0.05,...
2025.12
0.547
186.7
TMPD
Noise Level (σy)=0.05
2025.12
0.548
246.7
ΠGDM
2025.12
0.562
231.8
DAPS
Iterations=4K
2025.12
0.593
227.9
DAPS-4K
Noise Level (σy)=0.05
2025.12
0.6
233.7
DAPS
Iterations=1K
2025.12
0.605
217.8
DDRM
2025.12
0.618
233.4
ΠGDM
Noise Level (σy)=0.05
2025.12
0.656
255.3
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