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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 396 papers

TitleStatusHype
On Inverse Problems, Parameter Estimation, and Domain Generalization—0
Efficient RAW Image Deblurring with Adaptive Frequency ModulationCode1
Plug-and-Play Posterior Sampling for Blind Inverse Problems—0
An incremental algorithm for non-convex AI-enhanced medical image processing—0
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring—0
NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and ResultsCode1
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain EqualizationCode0
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model—0
Deblur Gaussian Splatting SLAM—0
One-Step Diffusion Model for Image Motion-DeblurringCode1
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All datasetsGoProHIDEHIDE (trained on GOPRO)RealBlur-JRealBlur-RRealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.5—Unverified
2MDTPSNR34.26—Unverified
3fftformerPSNR34.21—Unverified
4LoFormerPSNR34.09—Unverified
5UFPDeblurPSNR34.06—Unverified
6ALGNet-BPSNR34.05—Unverified
7MR-VNetPSNR34.04—Unverified
8Hi-IR-LPSNR33.99—Unverified
9GRLPSNR33.93—Unverified
10Instruct-IPTPSNR33.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AdaRevDPSNR32.35—Unverified
2EVSSMPSNR31.97—Unverified
3ALGNet-BPSNR31.68—Unverified
4M3SNetPSNR31.49—Unverified
5MAXIM-3SSSIM0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Hi-IR-LPSNR31.64—Unverified
2M3SNetPSNR31.49—Unverified
3MHNetPSNR30.71—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.15—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR41.04—Unverified
#ModelMetricClaimedVerifiedStatus
1SDWNetPSNR35.85—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR48.78—Unverified