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Deblurring On Realblur J Trained On Gopro

Metrics

PSNR (sRGB)
SSIM (sRGB)

Results

Performance results of various models on this benchmark

Model Name
PSNR (sRGB)
SSIM (sRGB)
Paper TitleRepository
ALGNet29.120.886Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
DeepRFT+28.880.880Intriguing Findings of Frequency Selection for Image Deblurring
Hu et al26.410.803Deblurring Low-light Images with Light Streaks-
DeblurGAN-0.834DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
AdaRevD30.120.894AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
UFPNet29.870.884Self-Supervised Non-Uniform Kernel Estimation With Flow-Based Motion Prior for Blind Image Deblurring
DeblurDiNAT-L28.980.885DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains
Uformer-B29.060.884Uformer: A General U-Shaped Transformer for Image Restoration
Pan et al27.220.790Blind Image Deblurring Using Dark Channel Prior-
SRN28.56-Scale-recurrent Network for Deep Image Deblurring
MPRNet28.700.873Multi-Stage Progressive Image Restoration
MAXIM28.830.875MAXIM: Multi-Axis MLP for Image Processing
Restormer28.960.879Restormer: Efficient Transformer for High-Resolution Image Restoration
MSSNet28.790.879MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
DeblurGAN-v228.700.866DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
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Deblurring On Realblur J Trained On Gopro | SOTA | HyperAI