OpenCodePapers

image-restoration-on-cdd-11

Image Restoration
Dataset Link
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PaperCodeAverage PSNR (dB)SSIMModelNameReleaseDate
OneRestore: A Universal Restoration Framework for Composite Degradation✓ Link28.720.8828OneRestore2024-07-05
Under-Display Camera Image Restoration with Scattering Effect✓ Link27.640.8600SRUDC2023-08-08
Restormer: Efficient Transformer for High-Resolution Image Restoration✓ Link26.990.8646Restormer2021-11-18
Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions26.960.8626WGWSNet2023-01-01
Deep Generalized Unfolding Networks for Image Restoration✓ Link26.920.8559DGUNet2022-04-28
Omni-Kernel Network for Image Restoration✓ Link26.330.8605OKNet2024-03-24
Learning Enriched Features for Real Image Restoration and Enhancement✓ Link25.970.8474MIRNet2020-03-15
PromptIR: Prompting for All-in-One Blind Image Restoration✓ Link25.900.8499PromptIR2023-06-22
Multi-Stage Progressive Image Restoration✓ Link25.470.8555MPRNet2021-02-04
Learning Enriched Features for Fast Image Restoration and Enhancement✓ Link25.370.8335MIRNetv22022-04-19
Simple Baselines for Image Restoration✓ Link24.130.7964NAFNet2022-04-10
All-in-One Image Restoration for Unknown Corruption✓ Link23.750.8140AirNet2022-01-01
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions✓ Link23.130.7810TransWeather2021-11-29
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models✓ Link22.490.7985WeatherDiff2022-07-29
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