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Benchmarks
Single-image defocus deblurring on DPDD Outdoor
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24.25
PSNR
ResFlow
22.5444
22.9872
23.43
23.8728
Jun 4, 2026
PSNR
SSIM
MAE
LPIPS
Updated 1mo ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
MAE
LPIPS
ResFlow
Model Category=Flow-based
2026.06
24.25
78.2
0.046
0.166
Geodesic Flow Matching
Model Category=Ours, G...
2026.06
23.89
76.8
0.044
0.174
Geodesic Flow Matching
Model Category=Ours, G...
2026.06
23.74
76.1
0.046
0.179
Restormer
Model Category=CNN / T...
2026.06
23.24
74.3
0.05
0.209
FocalNet
Model Category=CNN / T...
2026.06
23.14
74.3
0.049
0.246
Geodesic Flow Matching
Model Category=Ours, G...
2026.06
22.61
74.3
0.049
0.198
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