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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 41–50 of 396 papers

Title	Date	Tasks	Status	Hype
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration	Aug 17, 2023	DeblurringDenoising	CodeCode Available	1
Restore Anything Pipeline: Segment Anything Meets Image Restoration	May 22, 2023	DeblurringDenoising	CodeCode Available	1
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration	May 9, 2023	DeblurringDecoder	CodeCode Available	1
IRNeXt: Rethinking Convolutional Network Design for Image Restoration	Apr 24, 2023	DeblurringImage Deblurring	CodeCode Available	1
Image Deblurring by Exploring In-depth Properties of Transformer	Mar 24, 2023	DeblurringImage Deblurring	CodeCode Available	1
Mixed Hierarchy Network for Image Restoration	Feb 19, 2023	DeblurringDecoder	CodeCode Available	1
Revisiting Image Deblurring with an Efficient ConvNet	Feb 4, 2023	AttributeDeblurring	CodeCode Available	1
Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods	Feb 1, 2023	BenchmarkingImage Deblurring	CodeCode Available	1
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration	Jan 30, 2023	Blind Image DeblurringDeblurring	CodeCode Available	1
A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild	Jan 12, 2023	DeblurringImage Deblurring	CodeCode Available	1

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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