SOTAVerified|Agents Browse Leaderboard About

Image Deblurring

file:///var/mobile/Library/SMS/Attachments/cb/11/8A26E2FC-7464-4692-8F2A-3F1B3E23BCD5/IMG_4630.jpeg

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 211–220 of 396 papers

Title	Date	Tasks	Status	Hype	Score
Spread Your Wings: A Radial Strip Transformer for Image Deblurring	Mar 30, 2024	DeblurringImage Deblurring	—Unverified	0	0
Support Driven Wavelet Frame-based Image Deblurring	Mar 26, 2016	DeblurringImage Deblurring	—Unverified	0	0
Take a Prior from Other Tasks for Severe Blur Removal	Feb 14, 2023	DeblurringImage Deblurring	—Unverified	0	0
The Practicality of Stochastic Optimization in Imaging Inverse Problems	Oct 22, 2019	DeblurringImage Deblurring	—Unverified	0	0
Total variation with overlapping group sparsity for image deblurring under impulse noise	Dec 21, 2013	DeblurringImage Deblurring	—Unverified	0	0
Total Variation with Overlapping Group Sparsity and Lp Quasinorm for Infrared Image Deblurring under Salt-and-Pepper Noise	Dec 31, 2018	DeblurringImage Deblurring	—Unverified	0	0
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring	Feb 27, 2025	DeblurringImage Deblurring	—Unverified	0	0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime	Nov 27, 2024	DeblurringImage Deblurring	—Unverified	0	0
Training Adaptive Reconstruction Networks for Blind Inverse Problems	Feb 23, 2022	DeblurringImage Deblurring	—Unverified	0	0
Training Implicit Networks for Image Deblurring using Jacobian-Free Backpropagation	Feb 3, 2024	DeblurringImage Deblurring	—Unverified	0	0

Show:10 25 50

← PrevPage 22 of 40Next →

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