ML Research Wiki / Benchmarks / Deblurring / RSBlur

RSBlur

Deblurring Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Average PSNR

Top Performing Models

Rank Model Paper Average PSNR Date Code
1 MLWNet Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring 34.94 2023-12-29 📦 thqiu0419/mlwnet
2 SegDeblur Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization 34.63 2024-04-18 -
3 Uformer-B Uformer: A General U-Shaped Transformer for Image Restoration 33.98 2021-06-06 📦 ZhendongWang6/Uformer 📦 lucidrains/ddpm-proteins 📦 lucidrains/uformer-pytorch 📦 jorgmateos/uformer-google-colab
4 Restormer Restormer: Efficient Transformer for High-Resolution Image Restoration 33.69 2021-11-18 📦 swz30/restormer 📦 swz30/MPRNet 📦 swz30/MIRNet
5 MPRNet Multi-Stage Progressive Image Restoration 33.61 2021-02-04 📦 swz30/restormer 📦 swz30/MPRNet 📦 swz30/MIRNet
6 MIMO-UNet+ Rethinking Coarse-to-Fine Approach in Single Image Deblurring 33.37 2021-08-11 📦 chosj95/mimo-unet 📦 hw666666666666/MIMO-UNet 📦 Mind23-2/MindCode-101 📦 LKLQQ/MIMO-UNet
7 MIMO-UNet Rethinking Coarse-to-Fine Approach in Single Image Deblurring 32.73 2021-08-11 📦 chosj95/mimo-unet 📦 hw666666666666/MIMO-UNet 📦 Mind23-2/MindCode-101 📦 LKLQQ/MIMO-UNet
8 SRN-Deblur Scale-recurrent Network for Deep Image Deblurring 32.53 2018-02-06 📦 jiangsutx/SRN-Deblur 📦 IMAC-projects/SRN-Deblurring-PyTorch 📦 IMAC-projects/Deblurring-PyTorch 📦 natuan310/scale-recurrent-network-images-deblurring

All Papers (8)