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Deblurring On Realblur R Trained On Gopro

Metriken

PSNR (sRGB)

SSIM (sRGB)

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	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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