felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BurstM	https://arxiv.org/abs/2409.15384v1	PSNR	49.12
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BurstM	https://arxiv.org/abs/2409.15384v1	SSIM	0.987
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	SBFBurst	https://www.scitepress.org/PublishedPapers/2024/123483/	PSNR	48.87
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	SBFBurst	https://www.scitepress.org/PublishedPapers/2024/123483/	SSIM	0.987
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	SBFBurst	https://www.scitepress.org/PublishedPapers/2024/123483/	LPIPS	0.022
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BSRT-Large	https://arxiv.org/abs/2204.08332v2	PSNR	48.57
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BSRT-Large	https://arxiv.org/abs/2204.08332v2	SSIM	0.986
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BSRT-Large	https://arxiv.org/abs/2204.08332v2	LPIPS	0.021
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BIPNet	https://arxiv.org/abs/2110.03680v2	PSNR	48.49
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BIPNet	https://arxiv.org/abs/2110.03680v2	SSIM	0.985
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BSRT-Small	https://arxiv.org/abs/2204.08332v2	PSNR	48.48
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BSRT-Small	https://arxiv.org/abs/2204.08332v2	SSIM	0.985
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	BSRT-Small	https://arxiv.org/abs/2204.08332v2	LPIPS	0.021
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	MFIR	https://arxiv.org/abs/2108.08286v1	PSNR	48.33
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	MFIR	https://arxiv.org/abs/2108.08286v1	SSIM	0.985
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	MFIR	https://arxiv.org/abs/2108.08286v1	LPIPS	0.023
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	KBNet	https://arxiv.org/abs/2112.07315v2	PSNR	48.27
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	KBNet	https://arxiv.org/abs/2112.07315v2	SSIM	0.9856
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	KBNet	https://arxiv.org/abs/2112.07315v2	LPIPS	0.0248
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	EBSR	https://openaccess.thecvf.com/content/CVPR2021W/NTIRE/html/Luo_EBSR_Feature_Enhanced_Burst_Super-Resolution_With_Deformable_Alignment_CVPRW_2021_paper.html	PSNR	48.23
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	EBSR	https://openaccess.thecvf.com/content/CVPR2021W/NTIRE/html/Luo_EBSR_Feature_Enhanced_Burst_Super-Resolution_With_Deformable_Alignment_CVPRW_2021_paper.html	SSIM	0.985
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	EBSR	https://openaccess.thecvf.com/content/CVPR2021W/NTIRE/html/Luo_EBSR_Feature_Enhanced_Burst_Super-Resolution_With_Deformable_Alignment_CVPRW_2021_paper.html	LPIPS	0.024
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	DBSR	https://arxiv.org/abs/2101.10997v2	PSNR	47.70
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	DBSR	https://arxiv.org/abs/2101.10997v2	SSIM	0.984
16k > Image Super-Resolution > Burst Image Super-Resolution	BurstSR	DBSR	https://arxiv.org/abs/2101.10997v2	LPIPS	0.029
16k > Image Super-Resolution > Multispectral Image Super-resolution	Sen2venus - 2x upscaling	Swin2SR-MoSE	https://arxiv.org/abs/2404.18924v2	SSIM	0.9948
16k > Image Super-Resolution > Multispectral Image Super-resolution	Sen2venus - 2x upscaling	Swin2SR-MoSE	https://arxiv.org/abs/2404.18924v2	PSNR	49.4784
16k > Image Super-Resolution > Multispectral Image Super-resolution	Sen2venus - 2x upscaling	SRResNet	null	SSIM	0.96
16k > Image Super-Resolution > Multispectral Image Super-resolution	Sen2venus - 2x upscaling	SRResNet	null	PSNR	38.45
16k > Image Super-Resolution > Multispectral Image Super-resolution	Sen2venus - 4x upscaling	Swin2SR-MoSE	https://arxiv.org/abs/2404.18924v2	SSIM	0.9849
16k > Image Super-Resolution > Multispectral Image Super-resolution	Sen2venus - 4x upscaling	Swin2SR-MoSE	https://arxiv.org/abs/2404.18924v2	PSNR	45.9272
16k > Image Super-Resolution > Multispectral Image Super-resolution	OLI2MSI - 3x upscaling	Swin2SR-MoSE	https://arxiv.org/abs/2404.18924v2	SSIM	0.9912
16k > Image Super-Resolution > Multispectral Image Super-resolution	OLI2MSI - 3x upscaling	Swin2SR-MoSE	https://arxiv.org/abs/2404.18924v2	PSNR	45.9194
16k > Image Deblurring	RealBlur-J	EVSSM	https://arxiv.org/abs/2405.14343v1	PSNR	34.15
16k > Image Deblurring	RealBlur-J	EVSSM	https://arxiv.org/abs/2405.14343v1	SSIM	0.945
16k > Image Deblurring	RealBlur-R(trained on GoPro)	SDWNet	https://arxiv.org/abs/2110.05803v1	PSNR	35.85
16k > Image Deblurring	RealBlur-R	EVSSM	https://arxiv.org/abs/2405.14343v1	PSNR	41.04
16k > Image Deblurring	RealBlur-R	EVSSM	https://arxiv.org/abs/2405.14343v1	SSIM	0.977
16k > Image Deblurring	ImageNet	DDNM	https://arxiv.org/abs/2212.00490v2	PSNR	44.93
16k > Image Deblurring	ImageNet	DDNM	https://arxiv.org/abs/2212.00490v2	SSIM	0.994
16k > Image Deblurring	ImageNet	DDNM	https://arxiv.org/abs/2212.00490v2	FID	1.15
16k > Image Deblurring	ImageNet	DDRM	https://arxiv.org/abs/2212.00490v2	PSNR	43.01
16k > Image Deblurring	ImageNet	DDRM	https://arxiv.org/abs/2212.00490v2	SSIM	0.992
16k > Image Deblurring	ImageNet	DDRM	https://arxiv.org/abs/2212.00490v2	FID	1.48
16k > Image Deblurring	ImageNet	A+y	https://arxiv.org/abs/2212.00490v2	PSNR	18.56
16k > Image Deblurring	ImageNet	A+y	https://arxiv.org/abs/2212.00490v2	SSIM	0.6616
16k > Image Deblurring	ImageNet	A+y	https://arxiv.org/abs/2212.00490v2	FID	55.42
16k > Image Deblurring	Real-world Dataset	EVSSM	https://arxiv.org/abs/2405.14343v1	PSNR	48.78
16k > Image Deblurring	Real-world Dataset	EVSSM	https://arxiv.org/abs/2405.14343v1	SSIM	0.9951
16k > Image Deblurring	CelebA	DDNM	https://arxiv.org/abs/2212.00490v2	PSNR	46.72
16k > Image Deblurring	CelebA	DDNM	https://arxiv.org/abs/2212.00490v2	SSIM	0.996
16k > Image Deblurring	CelebA	DDNM	https://arxiv.org/abs/2212.00490v2	FID	1.41
16k > Image Deblurring	CelebA	DDRM	https://arxiv.org/abs/2212.00490v2	PSNR	43.07
16k > Image Deblurring	CelebA	DDRM	https://arxiv.org/abs/2212.00490v2	SSIM	0.993
16k > Image Deblurring	CelebA	DDRM	https://arxiv.org/abs/2212.00490v2	FID	6.24
16k > Image Deblurring	CelebA	A+y	https://arxiv.org/abs/2212.00490v2	PSNR	18.85
16k > Image Deblurring	CelebA	A+y	https://arxiv.org/abs/2212.00490v2	SSIM	0.741
16k > Image Deblurring	CelebA	A+y	https://arxiv.org/abs/2212.00490v2	FID	54.31
16k > Image Deblurring	HIDE	AdaRevD	https://arxiv.org/abs/2406.09135v1	SSIM	0.953
16k > Image Deblurring	HIDE	AdaRevD	https://arxiv.org/abs/2406.09135v1	PSNR	32.35
16k > Image Deblurring	HIDE	EVSSM	https://arxiv.org/abs/2405.14343v1	SSIM	0.9501
16k > Image Deblurring	HIDE	EVSSM	https://arxiv.org/abs/2405.14343v1	PSNR	31.97
16k > Image Deblurring	HIDE	ALGNet-B	https://arxiv.org/abs/2403.20106v2	PSNR	31.68
16k > Image Deblurring	HIDE	M3SNet	https://arxiv.org/abs/2305.05146v1	PSNR	31.49
16k > Image Deblurring	HIDE	MAXIM-3S	https://arxiv.org/abs/2201.02973v2	SSIM	0.956
16k > Image Deblurring	HIDE (trained on GOPRO)	Hi-IR-L	https://arxiv.org/abs/2411.18588v1	PSNR	31.64
16k > Image Deblurring	HIDE (trained on GOPRO)	M3SNet	https://arxiv.org/abs/2305.05146v1	PSNR	31.49
16k > Image Deblurring	HIDE (trained on GOPRO)	M3SNet	https://arxiv.org/abs/2305.05146v1	SSIM	0.951
16k > Image Deblurring	HIDE (trained on GOPRO)	MHNet	https://arxiv.org/abs/2302.09554v4	PSNR	30.71
16k > Image Deblurring	GoPro	AdaRevD	https://arxiv.org/abs/2406.09135v1	PSNR	34.6
16k > Image Deblurring	GoPro	AdaRevD	https://arxiv.org/abs/2406.09135v1	SSIM	0.972
16k > Image Deblurring	GoPro	EVSSM	https://arxiv.org/abs/2405.14343v1	PSNR	34.5
16k > Image Deblurring	GoPro	EVSSM	https://arxiv.org/abs/2405.14343v1	SSIM	0.9712
16k > Image Deblurring	GoPro	MDT	http://openaccess.thecvf.com//content/CVPR2025/html/Chen_A_Polarization-Aided_Transformer_for_Image_Deblurring_via_Motion_Vector_Decomposition_CVPR_2025_paper.html	PSNR	34.26
16k > Image Deblurring	GoPro	fftformer	https://arxiv.org/abs/2211.12250v1	PSNR	34.21
16k > Image Deblurring	GoPro	fftformer	https://arxiv.org/abs/2211.12250v1	SSIM	0.969
16k > Image Deblurring	GoPro	fftformer	https://arxiv.org/abs/2211.12250v1	Params (M)	16.6
16k > Image Deblurring	GoPro	LoFormer	https://arxiv.org/abs/2407.16993v1	PSNR	34.09
16k > Image Deblurring	GoPro	LoFormer	https://arxiv.org/abs/2407.16993v1	SSIM	0.969
16k > Image Deblurring	GoPro	UFPDeblur	http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html	PSNR	34.06
16k > Image Deblurring	GoPro	UFPDeblur	http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html	SSIM	0.968
16k > Image Deblurring	GoPro	UFPDeblur	http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html	Params (M)	80.3
16k > Image Deblurring	GoPro	ALGNet-B	https://arxiv.org/abs/2403.20106v2	PSNR	34.05
16k > Image Deblurring	GoPro	ALGNet-B	https://arxiv.org/abs/2403.20106v2	SSIM	0.969
16k > Image Deblurring	GoPro	MR-VNet	http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html	PSNR	34.04
16k > Image Deblurring	GoPro	MR-VNet	http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html	SSIM	0.969
16k > Image Deblurring	GoPro	MR-VNet	http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html	Params (M)	12.3
16k > Image Deblurring	GoPro	Hi-IR-L	https://arxiv.org/abs/2411.18588v1	PSNR	33.99
16k > Image Deblurring	GoPro	GRL	https://arxiv.org/abs/2303.00748v2	PSNR	33.93
16k > Image Deblurring	GoPro	GRL	https://arxiv.org/abs/2303.00748v2	SSIM	0.968
16k > Image Deblurring	GoPro	GRL	https://arxiv.org/abs/2303.00748v2	Params (M)	19.81
16k > Image Deblurring	GoPro	Instruct-IPT	https://arxiv.org/abs/2407.00676v2	PSNR	33.86
16k > Image Deblurring	GoPro	Instruct-IPT	https://arxiv.org/abs/2407.00676v2	SSIM	0.967
16k > Image Deblurring	GoPro	MADANet	https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html	PSNR	33.84
16k > Image Deblurring	GoPro	MADANet	https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html	SSIM	0.964
16k > Image Deblurring	GoPro	MADANet	https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html	Params (M)	16.9
16k > Image Deblurring	GoPro	CGNet	https://arxiv.org/abs/2401.15235v2	PSNR	33.77
16k > Image Deblurring	GoPro	CGNet	https://arxiv.org/abs/2401.15235v2	SSIM	0.968
16k > Image Deblurring	GoPro	NAFNet-MH-C	https://arxiv.org/abs/2208.13029v1	PSNR	33.75
16k > Image Deblurring	GoPro	NAFNet-MH-C	https://arxiv.org/abs/2208.13029v1	SSIM	0.967

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BurstM

https://arxiv.org/abs/2409.15384v1

PSNR

49.12

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BurstM

https://arxiv.org/abs/2409.15384v1

SSIM

0.987

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

SBFBurst

https://www.scitepress.org/PublishedPapers/2024/123483/

PSNR

48.87

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

SBFBurst

https://www.scitepress.org/PublishedPapers/2024/123483/

SSIM

0.987

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

SBFBurst

https://www.scitepress.org/PublishedPapers/2024/123483/

LPIPS

0.022

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BSRT-Large

https://arxiv.org/abs/2204.08332v2

PSNR

48.57

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BSRT-Large

https://arxiv.org/abs/2204.08332v2

SSIM

0.986

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BSRT-Large

https://arxiv.org/abs/2204.08332v2

LPIPS

0.021

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BIPNet

https://arxiv.org/abs/2110.03680v2

PSNR

48.49

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BIPNet

https://arxiv.org/abs/2110.03680v2

SSIM

0.985

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BSRT-Small

https://arxiv.org/abs/2204.08332v2

PSNR

48.48

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BSRT-Small

https://arxiv.org/abs/2204.08332v2

SSIM

0.985

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

BSRT-Small

https://arxiv.org/abs/2204.08332v2

LPIPS

0.021

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

MFIR

https://arxiv.org/abs/2108.08286v1

PSNR

48.33

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

MFIR

https://arxiv.org/abs/2108.08286v1

SSIM

0.985

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

MFIR

https://arxiv.org/abs/2108.08286v1

LPIPS

0.023

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

KBNet

https://arxiv.org/abs/2112.07315v2

PSNR

48.27

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

KBNet

https://arxiv.org/abs/2112.07315v2

SSIM

0.9856

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

KBNet

https://arxiv.org/abs/2112.07315v2

LPIPS

0.0248

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

EBSR

https://openaccess.thecvf.com/content/CVPR2021W/NTIRE/html/Luo_EBSR_Feature_Enhanced_Burst_Super-Resolution_With_Deformable_Alignment_CVPRW_2021_paper.html

PSNR

48.23

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

EBSR

https://openaccess.thecvf.com/content/CVPR2021W/NTIRE/html/Luo_EBSR_Feature_Enhanced_Burst_Super-Resolution_With_Deformable_Alignment_CVPRW_2021_paper.html

SSIM

0.985

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

EBSR

https://openaccess.thecvf.com/content/CVPR2021W/NTIRE/html/Luo_EBSR_Feature_Enhanced_Burst_Super-Resolution_With_Deformable_Alignment_CVPRW_2021_paper.html

LPIPS

0.024

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

DBSR

https://arxiv.org/abs/2101.10997v2

PSNR

47.70

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

DBSR

https://arxiv.org/abs/2101.10997v2

SSIM

0.984

16k > Image Super-Resolution > Burst Image Super-Resolution

BurstSR

DBSR

https://arxiv.org/abs/2101.10997v2

LPIPS

0.029

16k > Image Super-Resolution > Multispectral Image Super-resolution

Sen2venus - 2x upscaling

Swin2SR-MoSE

https://arxiv.org/abs/2404.18924v2

SSIM

0.9948

16k > Image Super-Resolution > Multispectral Image Super-resolution

Sen2venus - 2x upscaling

Swin2SR-MoSE

https://arxiv.org/abs/2404.18924v2

PSNR

49.4784

16k > Image Super-Resolution > Multispectral Image Super-resolution

Sen2venus - 2x upscaling

SRResNet

null

SSIM

0.96

16k > Image Super-Resolution > Multispectral Image Super-resolution

Sen2venus - 2x upscaling

SRResNet

null

PSNR

38.45

16k > Image Super-Resolution > Multispectral Image Super-resolution

Sen2venus - 4x upscaling

Swin2SR-MoSE

https://arxiv.org/abs/2404.18924v2

SSIM

0.9849

16k > Image Super-Resolution > Multispectral Image Super-resolution

Sen2venus - 4x upscaling

Swin2SR-MoSE

https://arxiv.org/abs/2404.18924v2

PSNR

45.9272

16k > Image Super-Resolution > Multispectral Image Super-resolution

OLI2MSI - 3x upscaling

Swin2SR-MoSE

https://arxiv.org/abs/2404.18924v2

SSIM

0.9912

16k > Image Super-Resolution > Multispectral Image Super-resolution

OLI2MSI - 3x upscaling

Swin2SR-MoSE

https://arxiv.org/abs/2404.18924v2

PSNR

45.9194

16k > Image Deblurring

RealBlur-J

EVSSM

https://arxiv.org/abs/2405.14343v1

PSNR

34.15

16k > Image Deblurring

RealBlur-J

EVSSM

https://arxiv.org/abs/2405.14343v1

SSIM

0.945

16k > Image Deblurring

RealBlur-R(trained on GoPro)

SDWNet

https://arxiv.org/abs/2110.05803v1

PSNR

35.85

16k > Image Deblurring

RealBlur-R

EVSSM

https://arxiv.org/abs/2405.14343v1

PSNR

41.04

16k > Image Deblurring

RealBlur-R

EVSSM

https://arxiv.org/abs/2405.14343v1

SSIM

0.977

16k > Image Deblurring

ImageNet

DDNM

https://arxiv.org/abs/2212.00490v2

PSNR

44.93

16k > Image Deblurring

ImageNet

DDNM

https://arxiv.org/abs/2212.00490v2

SSIM

0.994

16k > Image Deblurring

ImageNet

DDNM

https://arxiv.org/abs/2212.00490v2

FID

1.15

16k > Image Deblurring

ImageNet

DDRM

https://arxiv.org/abs/2212.00490v2

PSNR

43.01

16k > Image Deblurring

ImageNet

DDRM

https://arxiv.org/abs/2212.00490v2

SSIM

0.992

16k > Image Deblurring

ImageNet

DDRM

https://arxiv.org/abs/2212.00490v2

FID

1.48

16k > Image Deblurring

ImageNet

A+y

https://arxiv.org/abs/2212.00490v2

PSNR

18.56

16k > Image Deblurring

ImageNet

A+y

https://arxiv.org/abs/2212.00490v2

SSIM

0.6616

16k > Image Deblurring

ImageNet

A+y

https://arxiv.org/abs/2212.00490v2

FID

55.42

16k > Image Deblurring

Real-world Dataset

EVSSM

https://arxiv.org/abs/2405.14343v1

PSNR

48.78

16k > Image Deblurring

Real-world Dataset

EVSSM

https://arxiv.org/abs/2405.14343v1

SSIM

0.9951

16k > Image Deblurring

CelebA

DDNM

https://arxiv.org/abs/2212.00490v2

PSNR

46.72

16k > Image Deblurring

CelebA

DDNM

https://arxiv.org/abs/2212.00490v2

SSIM

0.996

16k > Image Deblurring

CelebA

DDNM

https://arxiv.org/abs/2212.00490v2

FID

1.41

16k > Image Deblurring

CelebA

DDRM

https://arxiv.org/abs/2212.00490v2

PSNR

43.07

16k > Image Deblurring

CelebA

DDRM

https://arxiv.org/abs/2212.00490v2

SSIM

0.993

16k > Image Deblurring

CelebA

DDRM

https://arxiv.org/abs/2212.00490v2

FID

6.24

16k > Image Deblurring

CelebA

A+y

https://arxiv.org/abs/2212.00490v2

PSNR

18.85

16k > Image Deblurring

CelebA

A+y

https://arxiv.org/abs/2212.00490v2

SSIM

0.741

16k > Image Deblurring

CelebA

A+y

https://arxiv.org/abs/2212.00490v2

FID

54.31

16k > Image Deblurring

HIDE

AdaRevD

https://arxiv.org/abs/2406.09135v1

SSIM

0.953

16k > Image Deblurring

HIDE

AdaRevD

https://arxiv.org/abs/2406.09135v1

PSNR

32.35

16k > Image Deblurring

HIDE

EVSSM

https://arxiv.org/abs/2405.14343v1

SSIM

0.9501

16k > Image Deblurring

HIDE

EVSSM

https://arxiv.org/abs/2405.14343v1

PSNR

31.97

16k > Image Deblurring

HIDE

ALGNet-B

https://arxiv.org/abs/2403.20106v2

PSNR

31.68

16k > Image Deblurring

HIDE

M3SNet

https://arxiv.org/abs/2305.05146v1

PSNR

31.49

16k > Image Deblurring

HIDE

MAXIM-3S

https://arxiv.org/abs/2201.02973v2

SSIM

0.956

16k > Image Deblurring

HIDE (trained on GOPRO)

Hi-IR-L

https://arxiv.org/abs/2411.18588v1

PSNR

31.64

16k > Image Deblurring

HIDE (trained on GOPRO)

M3SNet

https://arxiv.org/abs/2305.05146v1

PSNR

31.49

16k > Image Deblurring

HIDE (trained on GOPRO)

M3SNet

https://arxiv.org/abs/2305.05146v1

SSIM

0.951

16k > Image Deblurring

HIDE (trained on GOPRO)

MHNet

https://arxiv.org/abs/2302.09554v4

PSNR

30.71

16k > Image Deblurring

GoPro

AdaRevD

https://arxiv.org/abs/2406.09135v1

PSNR

34.6

16k > Image Deblurring

GoPro

AdaRevD

https://arxiv.org/abs/2406.09135v1

SSIM

0.972

16k > Image Deblurring

GoPro

EVSSM

https://arxiv.org/abs/2405.14343v1

PSNR

34.5

16k > Image Deblurring

GoPro

EVSSM

https://arxiv.org/abs/2405.14343v1

SSIM

0.9712

16k > Image Deblurring

GoPro

MDT

http://openaccess.thecvf.com//content/CVPR2025/html/Chen_A_Polarization-Aided_Transformer_for_Image_Deblurring_via_Motion_Vector_Decomposition_CVPR_2025_paper.html

PSNR

34.26

16k > Image Deblurring

GoPro

fftformer

https://arxiv.org/abs/2211.12250v1

PSNR

34.21

16k > Image Deblurring

GoPro

fftformer

https://arxiv.org/abs/2211.12250v1

SSIM

0.969

16k > Image Deblurring

GoPro

fftformer

https://arxiv.org/abs/2211.12250v1

Params (M)

16.6

16k > Image Deblurring

GoPro

LoFormer

https://arxiv.org/abs/2407.16993v1

PSNR

34.09

16k > Image Deblurring

GoPro

LoFormer

https://arxiv.org/abs/2407.16993v1

SSIM

0.969

16k > Image Deblurring

GoPro

UFPDeblur

http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html

PSNR

34.06

16k > Image Deblurring

GoPro

UFPDeblur

http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html

SSIM

0.968

16k > Image Deblurring

GoPro

UFPDeblur

http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html

Params (M)

80.3

16k > Image Deblurring

GoPro

ALGNet-B

https://arxiv.org/abs/2403.20106v2

PSNR

34.05

16k > Image Deblurring

GoPro

ALGNet-B

https://arxiv.org/abs/2403.20106v2

SSIM

0.969

16k > Image Deblurring

GoPro

MR-VNet

http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html

PSNR

34.04

16k > Image Deblurring

GoPro

MR-VNet

http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html

SSIM

0.969

16k > Image Deblurring

GoPro

MR-VNet

http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html

Params (M)

12.3

16k > Image Deblurring

GoPro

Hi-IR-L

https://arxiv.org/abs/2411.18588v1

PSNR

33.99

16k > Image Deblurring

GoPro

GRL

https://arxiv.org/abs/2303.00748v2

PSNR

33.93

16k > Image Deblurring

GoPro

GRL

https://arxiv.org/abs/2303.00748v2

SSIM

0.968

16k > Image Deblurring

GoPro

GRL

https://arxiv.org/abs/2303.00748v2

Params (M)

19.81

16k > Image Deblurring

GoPro

Instruct-IPT

https://arxiv.org/abs/2407.00676v2

PSNR

33.86

16k > Image Deblurring

GoPro

Instruct-IPT

https://arxiv.org/abs/2407.00676v2

SSIM

0.967

16k > Image Deblurring

GoPro

MADANet

https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html

PSNR

33.84

16k > Image Deblurring

GoPro

MADANet

https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html

SSIM

0.964

16k > Image Deblurring

GoPro

MADANet

https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html

Params (M)

16.9

16k > Image Deblurring

GoPro

CGNet

https://arxiv.org/abs/2401.15235v2

PSNR

33.77

16k > Image Deblurring

GoPro

CGNet

https://arxiv.org/abs/2401.15235v2

SSIM

0.968

16k > Image Deblurring

GoPro

NAFNet-MH-C

https://arxiv.org/abs/2208.13029v1

PSNR

33.75

16k > Image Deblurring

GoPro

NAFNet-MH-C

https://arxiv.org/abs/2208.13029v1

SSIM

0.967