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
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration	Dec 31, 2022	DeblurringDenoising	—Unverified	0
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring	Mar 25, 2019	DeblurringImage Deblurring	—Unverified	0
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration	Nov 10, 2024	DeblurringImage Deblurring	—Unverified	0
Edge Adaptive Hybrid Regularization Model For Image Deblurring	Nov 20, 2020	DeblurringImage Deblurring	—Unverified	0
Edge-Aware Deep Image Deblurring	Jul 4, 2019	DeblurringEdge Detection	—Unverified	0
Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior	Sep 6, 2024	DeblurringDenoising	—Unverified	0
End-to-End Learning for Image Burst Deblurring	Jul 15, 2016	DeblurringImage Deblurring	—Unverified	0
End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation	Apr 14, 2022	DeblurringDepth Estimation	—Unverified	0
Enhanced Fast Iterative Shrinkage Thresholding Algorithm For Linear Inverse Problem	Nov 28, 2022	DeblurringImage Deblurring	—Unverified	0
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks	Mar 10, 2021	Data AugmentationDeblurring	—Unverified	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