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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 321–330 of 396 papers

Title	Date	Tasks	Status	Hype	Score
Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer	Jan 6, 2020	DeblurringFew-Shot Learning	—Unverified	0	0
Fixed Point Algorithm Based on Quasi-Newton Method for Convex Minimization Problem with Application to Image Deblurring	Dec 15, 2014	Computational EfficiencyDeblurring	—Unverified	0	0
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks	Nov 30, 2021	DeblurringGenerative Adversarial Network	—Unverified	0	0
Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models	Nov 19, 2024	Blind Image DeblurringDeblurring	—Unverified	0	0
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring	Apr 20, 2025	Blind Image DeblurringDeblurring	—Unverified	0	0
GAN Based Image Deblurring Using Dark Channel Prior	Feb 28, 2019	DeblurringImage Deblurring	—Unverified	0	0
Generative Adversarial Network (GAN) based Image-Deblurring	Aug 24, 2022	DeblurringGenerative Adversarial Network	—Unverified	0	0
Graph-Based Blind Image Deblurring From a Single Photograph	Feb 22, 2018	Blind Image DeblurringDeblurring	—Unverified	0	0
Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution	May 21, 2021	DeblurringDecoder	—Unverified	0	0
Gyro-Based Multi-Image Deconvolution for Removing Handshake Blur	Jun 1, 2014	DeblurringImage Deblurring	—Unverified	0	0

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All datasets GoPro HIDE HIDE (trained on GOPRO)RealBlur-J RealBlur-R RealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	34.5	—	Unverified
2	MDT	PSNR	34.26	—	Unverified
3	fftformer	PSNR	34.21	—	Unverified
4	LoFormer	PSNR	34.09	—	Unverified
5	UFPDeblur	PSNR	34.06	—	Unverified
6	ALGNet-B	PSNR	34.05	—	Unverified
7	MR-VNet	PSNR	34.04	—	Unverified
8	Hi-IR-L	PSNR	33.99	—	Unverified
9	GRL	PSNR	33.93	—	Unverified
10	Instruct-IPT	PSNR	33.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AdaRevD	PSNR	32.35	—	Unverified
2	EVSSM	PSNR	31.97	—	Unverified
3	ALGNet-B	PSNR	31.68	—	Unverified
4	M3SNet	PSNR	31.49	—	Unverified
5	MAXIM-3S	SSIM	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Hi-IR-L	PSNR	31.64	—	Unverified
2	M3SNet	PSNR	31.49	—	Unverified
3	MHNet	PSNR	30.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	34.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	41.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SDWNet	PSNR	35.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	48.78	—	Unverified