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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 396 papers

TitleStatusHype
One Diffusion to Generate Them AllCode4
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space ModelCode4
Blind Image Deblurring with Unknown Kernel Size and Substantial NoiseCode4
Simple Baselines for Image RestorationCode4
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image DeblurringCode3
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic ModelCode3
MAXIM: Multi-Axis MLP for Image ProcessingCode3
MaIR: A Locality- and Continuity-Preserving Mamba for Image RestorationCode2
LoFormer: Local Frequency Transformer for Image DeblurringCode2
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse ProblemsCode2
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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