SOTAVerified

Image Deblurring

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 396 papers

TitleStatusHype
Learning Enriched Features via Selective State Spaces Model for Efficient Image DeblurringCode1
End-to-end Interpretable Learning of Non-blind Image DeblurringCode1
A Simple Local Minimal Intensity Prior and An Improved Algorithm for Blind Image DeblurringCode1
A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the WildCode1
Exploring the potential of channel interactions for image restorationCode1
HINet: Half Instance Normalization Network for Image RestorationCode1
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolutionCode1
Image Restoration via Frequency SelectionCode1
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen DomainsCode1
A Mountain-Shaped Single-Stage Network for Accurate Image RestorationCode1
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned GuidanceCode1
GS-Blur: A 3D Scene-Based Dataset for Realistic Image DeblurringCode1
Dark and Bright Channel Prior Embedded Network for Dynamic Scene DeblurringCode1
Efficient Image Deblurring Networks based on Diffusion ModelsCode1
Human-Aware Motion DeblurringCode1
BANet: Blur-aware Attention Networks for Dynamic Scene DeblurringCode1
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterCode1
Image Deblurring by Exploring In-depth Properties of TransformerCode1
MC-Blur: A Comprehensive Benchmark for Image DeblurringCode1
Image Restoration by Iterative Denoising and Backward ProjectionsCode1
Intriguing Findings of Frequency Selection for Image DeblurringCode1
Deblurring by Realistic BlurringCode1
Deep, convergent, unrolled half-quadratic splitting for image deconvolutionCode1
Correction of out-of-focus microscopic images by deep learningCode1
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentationCode1
Show:102550
← PrevPage 3 of 16Next →
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