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Deblurring On Realblur J Trained On Gopro

评估指标

PSNR (sRGB)
SSIM (sRGB)

评测结果

各个模型在此基准测试上的表现结果

模型名称
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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