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Deblurring On Rsblur

Metrics

Average PSNR

Results

Performance results of various models on this benchmark

Paper Title
MLWNet34.94Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
SegDeblur34.63Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization
SFNet34.35Selective Frequency Network for Image Restoration
FSNet34.31Image Restoration via Frequency Selection
IRNext34.08IRNeXt: Rethinking Convolutional Network Design for Image Restoration
ConvIR34.06Revitalizing Convolutional Network for Image Restoration
Uformer-B33.98Uformer: A General U-Shaped Transformer for Image Restoration
Restormer33.69Restormer: Efficient Transformer for High-Resolution Image Restoration
MPRNet33.61Multi-Stage Progressive Image Restoration
MIMO-UNet+33.37Rethinking Coarse-to-Fine Approach in Single Image Deblurring
MIMO-UNet32.73Rethinking Coarse-to-Fine Approach in Single Image Deblurring
SRN-Deblur32.53Scale-recurrent Network for Deep Image Deblurring
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