OpenCodePapers
deblurring-on-rsblur
Blind Image Deblurring
Deblurring
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Paper
Code
Average PSNR
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ModelName
ReleaseDate
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Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
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34.94
0.880
MLWNet
2023-12-29
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization
34.63
SegDeblur
2024-04-18
Selective Frequency Network for Image Restoration
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34.35
SFNet
2023-04-13
Image Restoration via Frequency Selection
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34.31
FSNet
2023-11-06
IRNeXt: Rethinking Convolutional Network Design for Image Restoration
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34.08
IRNext
2023-04-24
Revitalizing Convolutional Network for Image Restoration
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34.06
ConvIR
2024-06-25
Uformer: A General U-Shaped Transformer for Image Restoration
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33.98
Uformer-B
2021-06-06
Restormer: Efficient Transformer for High-Resolution Image Restoration
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33.69
Restormer
2021-11-18
Multi-Stage Progressive Image Restoration
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33.61
MPRNet
2021-02-04
Rethinking Coarse-to-Fine Approach in Single Image Deblurring
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33.37
MIMO-UNet+
2021-08-11
Rethinking Coarse-to-Fine Approach in Single Image Deblurring
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32.73
MIMO-UNet
2021-08-11
Scale-recurrent Network for Deep Image Deblurring
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32.53
SRN-Deblur
2018-02-06