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HyperAI超神经

Deblurring On Realblur R 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 Title	Repository
LaKDNet	36.08	0.955	Revisiting Image Deblurring with an Efficient ConvNet	-
Pan et al	34.01	0.916	Blind Image Deblurring Using Dark Channel Prior	-
Xu et al	-	0.937	Unnatural L0 Sparse Representation for Natural Image Deblurring	-
MPRNet	35.99	0.952	Multi-Stage Progressive Image Restoration	-
SRN	-	0.947	Scale-recurrent Network for Deep Image Deblurring	-
ALGNet	36.35	0.961	Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring	-
AdaRevD	36.53	0.957	AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring	-
DMPHN	-	0.948	Deep Stacked Hierarchical Multi-patch Network for Image Deblurring	-
Restormer	36.19	0.957	Restormer: Efficient Transformer for High-Resolution Image Restoration	-
DeblurDiNAT-L	36.09	0.955	DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains	-
Zhang et al	-	0.947	Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks
Nah et al	-	0.841	Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring	-
DeblurGAN-v2	-	0.944	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better	-
Uformer-B	36.22	0.957	Uformer: A General U-Shaped Transformer for Image Restoration	-
DeblurGAN	-	0.903	DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks	-
Hu et al	33.67	0.916	Deblurring Low-light Images with Light Streaks	-
MAXIM	35.78	-	MAXIM: Multi-Axis MLP for Image Processing	-
DeepRFT	36.11	0.955	Intriguing Findings of Frequency Selection for Image Deblurring	-
MSSNet	35.93	0.953	MSSNet: Multi-Scale-Stage Network for Single Image Deblurring	-

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Deblurring On Realblur R Trained On Gopro | SOTA | HyperAI超神经