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 ⌀
Deblurring	GoPro	STDAN	https://arxiv.org/abs/2207.10852v1	PSNR	32.29
Deblurring	GoPro	STDAN	https://arxiv.org/abs/2207.10852v1	SSIM	0.9313
Deblurring	GoPro	MB2D	https://arxiv.org/abs/2012.12507v1	PSNR	32.16
Deblurring	GoPro	MB2D	https://arxiv.org/abs/2012.12507v1	SSIM	0.953
Deblurring	GoPro	RADNet	https://arxiv.org/abs/1903.11394v4	PSNR	32.15
Deblurring	GoPro	RADNet	https://arxiv.org/abs/1903.11394v4	SSIM	0.9560
Deblurring	GoPro	SAPHNet	https://arxiv.org/abs/2004.05343v1	PSNR	32.02
Deblurring	GoPro	SAPHNet	https://arxiv.org/abs/2004.05343v1	SSIM	0.953
Deblurring	GoPro	MSSNet-small	https://arxiv.org/abs/2202.09652v3	PSNR	32.02
Deblurring	GoPro	MSSNet-small	https://arxiv.org/abs/2202.09652v3	SSIM	0.953
Deblurring	GoPro	S2SVR	https://arxiv.org/abs/2205.10195v2	PSNR	31.82
Deblurring	GoPro	S2SVR	https://arxiv.org/abs/2205.10195v2	SSIM	0.923
Deblurring	GoPro	Learning Event-Based Motion Deblurring	https://arxiv.org/abs/2004.05794v1	PSNR	31.79
Deblurring	GoPro	Learning Event-Based Motion Deblurring	https://arxiv.org/abs/2004.05794v1	SSIM	0.949
Deblurring	GoPro	CDVD-TSP	https://arxiv.org/abs/2004.02501v1	PSNR	31.67
Deblurring	GoPro	CDVD-TSP	https://arxiv.org/abs/2004.02501v1	SSIM	0.9279
Deblurring	GoPro	SRN+PSS+NSC	http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html	PSNR	31.58
Deblurring	GoPro	SRN+PSS+NSC	http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html	SSIM	0.9478
Deblurring	GoPro	DMPHN	http://arxiv.org/abs/1904.03468v1	PSNR	31.50
Deblurring	GoPro	DMPHN	http://arxiv.org/abs/1904.03468v1	SSIM	0.9483
Deblurring	GoPro	MT-RNN	https://arxiv.org/abs/1911.07410v1	PSNR	31.15
Deblurring	GoPro	MT-RNN	https://arxiv.org/abs/1911.07410v1	SSIM	0.945
Deblurring	GoPro	DBCPeNet	https://ieeexplore.ieee.org/document/9097949	PSNR	31.10
Deblurring	GoPro	DBCPeNet	https://ieeexplore.ieee.org/document/9097949	SSIM	0.945
Deblurring	GoPro	DBGAN	https://arxiv.org/abs/2004.01860v2	PSNR	31.10
Deblurring	GoPro	DBGAN	https://arxiv.org/abs/2004.01860v2	SSIM	0.9424
Deblurring	GoPro	ESTRNN	https://arxiv.org/abs/2106.16028v2	PSNR	31.07
Deblurring	GoPro	ESTRNN	https://arxiv.org/abs/2106.16028v2	SSIM	0.9023
Deblurring	GoPro	Blurred-Image-to-Video	http://arxiv.org/abs/1804.02913v2	PSNR	30.58
Deblurring	GoPro	Blurred-Image-to-Video	http://arxiv.org/abs/1804.02913v2	SSIM	0.941
Deblurring	GoPro	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	PSNR	29.55
Deblurring	GoPro	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	SSIM	0.934
Deblurring	GoPro	Nah et al	http://arxiv.org/abs/1612.02177v2	PSNR	29.08
Deblurring	GoPro	Nah et al	http://arxiv.org/abs/1612.02177v2	SSIM	0.9135
Deblurring	GoPro	Ghost-DeblurGAN	https://arxiv.org/abs/2109.03379v3	PSNR	28.75
Deblurring	GoPro	Ghost-DeblurGAN	https://arxiv.org/abs/2109.03379v3	SSIM	0.919
Deblurring	GoPro	STFAN	https://arxiv.org/abs/1904.12257v2	PSNR	28.59
Deblurring	GoPro	STFAN	https://arxiv.org/abs/1904.12257v2	SSIM	0.861
Deblurring	GoPro	DeblurGANv2-MobileNet	https://arxiv.org/abs/1908.03826v1	PSNR	28.17
Deblurring	GoPro	DeblurGANv2-MobileNet	https://arxiv.org/abs/1908.03826v1	SSIM	0.925
Deblurring	GoPro	DeblurGANv2-MobileNet-DSC	https://arxiv.org/abs/1908.03826v1	PSNR	28.03
Deblurring	GoPro	DeblurGANv2-MobileNet-DSC	https://arxiv.org/abs/1908.03826v1	SSIM	0.922
Deblurring	GoPro	SRN	http://arxiv.org/abs/1802.01770v1	SSIM	0.9342
Deblurring	REDS	VRT	https://arxiv.org/abs/2201.12288v2	Average PSNR	36.79
Deblurring	REDS	EDVR_Deblur	https://arxiv.org/abs/1905.02716v1	Average PSNR	34.80
Deblurring	REDS	DeblurGAN	http://arxiv.org/abs/1711.07064v4	Average PSNR	24.09
Deblurring	RealBlur-R (trained on GoPro)	AdaRevD	https://arxiv.org/abs/2406.09135v1	PSNR (sRGB)	36.53
Deblurring	RealBlur-R (trained on GoPro)	AdaRevD	https://arxiv.org/abs/2406.09135v1	SSIM (sRGB)	0.957
Deblurring	RealBlur-R (trained on GoPro)	ALGNet	https://arxiv.org/abs/2403.20106v2	PSNR (sRGB)	36.35
Deblurring	RealBlur-R (trained on GoPro)	ALGNet	https://arxiv.org/abs/2403.20106v2	SSIM (sRGB)	0.961
Deblurring	RealBlur-R (trained on GoPro)	Uformer-B	https://arxiv.org/abs/2106.03106v2	PSNR (sRGB)	36.22
Deblurring	RealBlur-R (trained on GoPro)	Uformer-B	https://arxiv.org/abs/2106.03106v2	SSIM (sRGB)	0.957
Deblurring	RealBlur-R (trained on GoPro)	Restormer	https://arxiv.org/abs/2111.09881v2	PSNR (sRGB)	36.19
Deblurring	RealBlur-R (trained on GoPro)	Restormer	https://arxiv.org/abs/2111.09881v2	SSIM (sRGB)	0.957
Deblurring	RealBlur-R (trained on GoPro)	DeepRFT	https://arxiv.org/abs/2111.11745v2	PSNR (sRGB)	36.11
Deblurring	RealBlur-R (trained on GoPro)	DeepRFT	https://arxiv.org/abs/2111.11745v2	SSIM (sRGB)	0.955
Deblurring	RealBlur-R (trained on GoPro)	DeblurDiNAT-L	https://arxiv.org/abs/2403.13163v5	PSNR (sRGB)	36.09
Deblurring	RealBlur-R (trained on GoPro)	DeblurDiNAT-L	https://arxiv.org/abs/2403.13163v5	SSIM (sRGB)	0.955
Deblurring	RealBlur-R (trained on GoPro)	LaKDNet	https://arxiv.org/abs/2302.02234v1	PSNR (sRGB)	36.08
Deblurring	RealBlur-R (trained on GoPro)	LaKDNet	https://arxiv.org/abs/2302.02234v1	SSIM (sRGB)	0.955
Deblurring	RealBlur-R (trained on GoPro)	MPRNet	https://arxiv.org/abs/2102.02808v2	PSNR (sRGB)	35.99
Deblurring	RealBlur-R (trained on GoPro)	MPRNet	https://arxiv.org/abs/2102.02808v2	SSIM (sRGB)	0.952
Deblurring	RealBlur-R (trained on GoPro)	MSSNet	https://arxiv.org/abs/2202.09652v3	PSNR (sRGB)	35.93
Deblurring	RealBlur-R (trained on GoPro)	MSSNet	https://arxiv.org/abs/2202.09652v3	SSIM (sRGB)	0.953
Deblurring	RealBlur-R (trained on GoPro)	MAXIM	https://arxiv.org/abs/2201.02973v2	PSNR (sRGB)	35.78
Deblurring	RealBlur-R (trained on GoPro)	Pan et al	http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html	PSNR (sRGB)	34.01
Deblurring	RealBlur-R (trained on GoPro)	Pan et al	http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html	SSIM (sRGB)	0.916
Deblurring	RealBlur-R (trained on GoPro)	Hu et al	http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html	PSNR (sRGB)	33.67
Deblurring	RealBlur-R (trained on GoPro)	Hu et al	http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html	SSIM (sRGB)	0.916
Deblurring	RealBlur-R (trained on GoPro)	DMPHN	http://arxiv.org/abs/1904.03468v1	SSIM (sRGB)	0.948
Deblurring	RealBlur-R (trained on GoPro)	SRN	http://arxiv.org/abs/1802.01770v1	SSIM (sRGB)	0.947
Deblurring	RealBlur-R (trained on GoPro)	Zhang et al	http://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_Dynamic_Scene_Deblurring_CVPR_2018_paper.html	SSIM (sRGB)	0.947
Deblurring	RealBlur-R (trained on GoPro)	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	SSIM (sRGB)	0.944
Deblurring	RealBlur-R (trained on GoPro)	Xu et al	http://openaccess.thecvf.com/content_cvpr_2013/html/Xu_Unnatural_L0_Sparse_2013_CVPR_paper.html	SSIM (sRGB)	0.937
Deblurring	RealBlur-R (trained on GoPro)	DeblurGAN	http://arxiv.org/abs/1711.07064v4	SSIM (sRGB)	0.903
Deblurring	RealBlur-R (trained on GoPro)	Nah et al	http://arxiv.org/abs/1612.02177v2	SSIM (sRGB)	0.841
Deblurring	MSU BASED	NAFNet (REDS)	https://arxiv.org/abs/2204.04676v4	SSIM	0.95035
Deblurring	MSU BASED	NAFNet (REDS)	https://arxiv.org/abs/2204.04676v4	PSNR	30.54803
Deblurring	MSU BASED	NAFNet (REDS)	https://arxiv.org/abs/2204.04676v4	VMAF	66.85941
Deblurring	MSU BASED	NAFNet (REDS)	https://arxiv.org/abs/2204.04676v4	LPIPS	0.08561
Deblurring	MSU BASED	NAFNet (REDS)	https://arxiv.org/abs/2204.04676v4	ERQAv2.0	0.74508
Deblurring	MSU BASED	NAFNet (REDS)	https://arxiv.org/abs/2204.04676v4	Subjective	2.8405
Deblurring	MSU BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	SSIM	0.94503
Deblurring	MSU BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	PSNR	31.42945
Deblurring	MSU BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	VMAF	66.72253
Deblurring	MSU BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	LPIPS	0.08165
Deblurring	MSU BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	ERQAv2.0	0.74874
Deblurring	MSU BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	Subjective	2.3854
Deblurring	MSU BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	SSIM	0.94601
Deblurring	MSU BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	PSNR	30.97878
Deblurring	MSU BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	VMAF	66.81782
Deblurring	MSU BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	LPIPS	0.08248
Deblurring	MSU BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	ERQAv2.0	0.75056
Deblurring	MSU BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	Subjective	1.5660
Deblurring	MSU BASED	DeblurGAN Inception	https://arxiv.org/abs/1908.03826v1	Subjective	1.0375
Deblurring	MSU BASED	MAXIM (REDS)	https://arxiv.org/abs/2201.02973v2	SSIM	0.94959
Deblurring	MSU BASED	MAXIM (REDS)	https://arxiv.org/abs/2201.02973v2	VMAF	67.3502
Deblurring	MSU BASED	MAXIM (REDS)	https://arxiv.org/abs/2201.02973v2	LPIPS	0.07836
Deblurring	MSU BASED	MAXIM (REDS)	https://arxiv.org/abs/2201.02973v2	ERQAv2.0	0.74277
Deblurring	MSU BASED	MAXIM (REDS)	https://arxiv.org/abs/2201.02973v2	Subjective	1.0081

Deblurring

GoPro

STDAN

https://arxiv.org/abs/2207.10852v1

PSNR

32.29

Deblurring

GoPro

STDAN

https://arxiv.org/abs/2207.10852v1

SSIM

0.9313

Deblurring

GoPro

MB2D

https://arxiv.org/abs/2012.12507v1

PSNR

32.16

Deblurring

GoPro

MB2D

https://arxiv.org/abs/2012.12507v1

SSIM

0.953

Deblurring

GoPro

RADNet

https://arxiv.org/abs/1903.11394v4

PSNR

32.15

Deblurring

GoPro

RADNet

https://arxiv.org/abs/1903.11394v4

SSIM

0.9560

Deblurring

GoPro

SAPHNet

https://arxiv.org/abs/2004.05343v1

PSNR

32.02

Deblurring

GoPro

SAPHNet

https://arxiv.org/abs/2004.05343v1

SSIM

0.953

Deblurring

GoPro

MSSNet-small

https://arxiv.org/abs/2202.09652v3

PSNR

32.02

Deblurring

GoPro

MSSNet-small

https://arxiv.org/abs/2202.09652v3

SSIM

0.953

Deblurring

GoPro

S2SVR

https://arxiv.org/abs/2205.10195v2

PSNR

31.82

Deblurring

GoPro

S2SVR

https://arxiv.org/abs/2205.10195v2

SSIM

0.923

Deblurring

GoPro

Learning Event-Based Motion Deblurring

https://arxiv.org/abs/2004.05794v1

PSNR

31.79

Deblurring

GoPro

Learning Event-Based Motion Deblurring

https://arxiv.org/abs/2004.05794v1

SSIM

0.949

Deblurring

GoPro

CDVD-TSP

https://arxiv.org/abs/2004.02501v1

PSNR

31.67

Deblurring

GoPro

CDVD-TSP

https://arxiv.org/abs/2004.02501v1

SSIM

0.9279

Deblurring

GoPro

SRN+PSS+NSC

http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html

PSNR

31.58

Deblurring

GoPro

SRN+PSS+NSC

http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html

SSIM

0.9478

Deblurring

GoPro

DMPHN

http://arxiv.org/abs/1904.03468v1

PSNR

31.50

Deblurring

GoPro

DMPHN

http://arxiv.org/abs/1904.03468v1

SSIM

0.9483

Deblurring

GoPro

MT-RNN

https://arxiv.org/abs/1911.07410v1

PSNR

31.15

Deblurring

GoPro

MT-RNN

https://arxiv.org/abs/1911.07410v1

SSIM

0.945

Deblurring

GoPro

DBCPeNet

https://ieeexplore.ieee.org/document/9097949

PSNR

31.10

Deblurring

GoPro

DBCPeNet

https://ieeexplore.ieee.org/document/9097949

SSIM

0.945

Deblurring

GoPro

DBGAN

https://arxiv.org/abs/2004.01860v2

PSNR

31.10

Deblurring

GoPro

DBGAN

https://arxiv.org/abs/2004.01860v2

SSIM

0.9424

Deblurring

GoPro

ESTRNN

https://arxiv.org/abs/2106.16028v2

PSNR

31.07

Deblurring

GoPro

ESTRNN

https://arxiv.org/abs/2106.16028v2

SSIM

0.9023

Deblurring

GoPro

Blurred-Image-to-Video

http://arxiv.org/abs/1804.02913v2

PSNR

30.58

Deblurring

GoPro

Blurred-Image-to-Video

http://arxiv.org/abs/1804.02913v2

SSIM

0.941

Deblurring

GoPro

DeblurGAN-v2

https://arxiv.org/abs/1908.03826v1

PSNR

29.55

Deblurring

GoPro

DeblurGAN-v2

https://arxiv.org/abs/1908.03826v1

SSIM

0.934

Deblurring

GoPro

Nah et al

http://arxiv.org/abs/1612.02177v2

PSNR

29.08

Deblurring

GoPro

Nah et al

http://arxiv.org/abs/1612.02177v2

SSIM

0.9135

Deblurring

GoPro

Ghost-DeblurGAN

https://arxiv.org/abs/2109.03379v3

PSNR

28.75

Deblurring

GoPro

Ghost-DeblurGAN

https://arxiv.org/abs/2109.03379v3

SSIM

0.919

Deblurring

GoPro

STFAN

https://arxiv.org/abs/1904.12257v2

PSNR

28.59

Deblurring

GoPro

STFAN

https://arxiv.org/abs/1904.12257v2

SSIM

0.861

Deblurring

GoPro

DeblurGANv2-MobileNet

https://arxiv.org/abs/1908.03826v1

PSNR

28.17

Deblurring

GoPro

DeblurGANv2-MobileNet

https://arxiv.org/abs/1908.03826v1

SSIM

0.925

Deblurring

GoPro

DeblurGANv2-MobileNet-DSC

https://arxiv.org/abs/1908.03826v1

PSNR

28.03

Deblurring

GoPro

DeblurGANv2-MobileNet-DSC

https://arxiv.org/abs/1908.03826v1

SSIM

0.922

Deblurring

GoPro

SRN

http://arxiv.org/abs/1802.01770v1

SSIM

0.9342

Deblurring

REDS

VRT

https://arxiv.org/abs/2201.12288v2

Average PSNR

36.79

Deblurring

REDS

EDVR_Deblur

https://arxiv.org/abs/1905.02716v1

Average PSNR

34.80

Deblurring

REDS

DeblurGAN

http://arxiv.org/abs/1711.07064v4

Average PSNR

24.09

Deblurring

RealBlur-R (trained on GoPro)

AdaRevD

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

PSNR (sRGB)

36.53

Deblurring

RealBlur-R (trained on GoPro)

AdaRevD

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

SSIM (sRGB)

0.957

Deblurring

RealBlur-R (trained on GoPro)

ALGNet

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

PSNR (sRGB)

36.35

Deblurring

RealBlur-R (trained on GoPro)

ALGNet

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

SSIM (sRGB)

0.961

Deblurring

RealBlur-R (trained on GoPro)

Uformer-B

https://arxiv.org/abs/2106.03106v2

PSNR (sRGB)

36.22

Deblurring

RealBlur-R (trained on GoPro)

Uformer-B

https://arxiv.org/abs/2106.03106v2

SSIM (sRGB)

0.957

Deblurring

RealBlur-R (trained on GoPro)

Restormer

https://arxiv.org/abs/2111.09881v2

PSNR (sRGB)

36.19

Deblurring

RealBlur-R (trained on GoPro)

Restormer

https://arxiv.org/abs/2111.09881v2

SSIM (sRGB)

0.957

Deblurring

RealBlur-R (trained on GoPro)

DeepRFT

https://arxiv.org/abs/2111.11745v2

PSNR (sRGB)

36.11

Deblurring

RealBlur-R (trained on GoPro)

DeepRFT

https://arxiv.org/abs/2111.11745v2

SSIM (sRGB)

0.955

Deblurring

RealBlur-R (trained on GoPro)

DeblurDiNAT-L

https://arxiv.org/abs/2403.13163v5

PSNR (sRGB)

36.09

Deblurring

RealBlur-R (trained on GoPro)

DeblurDiNAT-L

https://arxiv.org/abs/2403.13163v5

SSIM (sRGB)

0.955

Deblurring

RealBlur-R (trained on GoPro)

LaKDNet

https://arxiv.org/abs/2302.02234v1

PSNR (sRGB)

36.08

Deblurring

RealBlur-R (trained on GoPro)

LaKDNet

https://arxiv.org/abs/2302.02234v1

SSIM (sRGB)

0.955

Deblurring

RealBlur-R (trained on GoPro)

MPRNet

https://arxiv.org/abs/2102.02808v2

PSNR (sRGB)

35.99

Deblurring

RealBlur-R (trained on GoPro)

MPRNet

https://arxiv.org/abs/2102.02808v2

SSIM (sRGB)

0.952

Deblurring

RealBlur-R (trained on GoPro)

MSSNet

https://arxiv.org/abs/2202.09652v3

PSNR (sRGB)

35.93

Deblurring

RealBlur-R (trained on GoPro)

MSSNet

https://arxiv.org/abs/2202.09652v3

SSIM (sRGB)

0.953

Deblurring

RealBlur-R (trained on GoPro)

MAXIM

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

PSNR (sRGB)

35.78

Deblurring

RealBlur-R (trained on GoPro)

Pan et al

http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html

PSNR (sRGB)

34.01

Deblurring

RealBlur-R (trained on GoPro)

Pan et al

http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html

SSIM (sRGB)

0.916

Deblurring

RealBlur-R (trained on GoPro)

Hu et al

http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html

PSNR (sRGB)

33.67

Deblurring

RealBlur-R (trained on GoPro)

Hu et al

http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html

SSIM (sRGB)

0.916

Deblurring

RealBlur-R (trained on GoPro)

DMPHN

http://arxiv.org/abs/1904.03468v1

SSIM (sRGB)

0.948

Deblurring

RealBlur-R (trained on GoPro)

SRN

http://arxiv.org/abs/1802.01770v1

SSIM (sRGB)

0.947

Deblurring

RealBlur-R (trained on GoPro)

Zhang et al

http://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_Dynamic_Scene_Deblurring_CVPR_2018_paper.html

SSIM (sRGB)

0.947

Deblurring

RealBlur-R (trained on GoPro)

DeblurGAN-v2

https://arxiv.org/abs/1908.03826v1

SSIM (sRGB)

0.944

Deblurring

RealBlur-R (trained on GoPro)

Xu et al

http://openaccess.thecvf.com/content_cvpr_2013/html/Xu_Unnatural_L0_Sparse_2013_CVPR_paper.html

SSIM (sRGB)

0.937

Deblurring

RealBlur-R (trained on GoPro)

DeblurGAN

http://arxiv.org/abs/1711.07064v4

SSIM (sRGB)

0.903

Deblurring

RealBlur-R (trained on GoPro)

Nah et al

http://arxiv.org/abs/1612.02177v2

SSIM (sRGB)

0.841

Deblurring

MSU BASED

NAFNet (REDS)

https://arxiv.org/abs/2204.04676v4

SSIM

0.95035

Deblurring

MSU BASED

NAFNet (REDS)

https://arxiv.org/abs/2204.04676v4

PSNR

30.54803

Deblurring

MSU BASED

NAFNet (REDS)

https://arxiv.org/abs/2204.04676v4

VMAF

66.85941

Deblurring

MSU BASED

NAFNet (REDS)

https://arxiv.org/abs/2204.04676v4

LPIPS

0.08561

Deblurring

MSU BASED

NAFNet (REDS)

https://arxiv.org/abs/2204.04676v4

ERQAv2.0

0.74508

Deblurring

MSU BASED

NAFNet (REDS)

https://arxiv.org/abs/2204.04676v4

Subjective

2.8405

Deblurring

MSU BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

SSIM

0.94503

Deblurring

MSU BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

PSNR

31.42945

Deblurring

MSU BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

VMAF

66.72253

Deblurring

MSU BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

LPIPS

0.08165

Deblurring

MSU BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

ERQAv2.0

0.74874

Deblurring

MSU BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

Subjective

2.3854

Deblurring

MSU BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

SSIM

0.94601

Deblurring

MSU BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

PSNR

30.97878

Deblurring

MSU BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

VMAF

66.81782

Deblurring

MSU BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

LPIPS

0.08248

Deblurring

MSU BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

ERQAv2.0

0.75056

Deblurring

MSU BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

Subjective

1.5660

Deblurring

MSU BASED

DeblurGAN Inception

https://arxiv.org/abs/1908.03826v1

Subjective

1.0375

Deblurring

MSU BASED

MAXIM (REDS)

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

SSIM

0.94959

Deblurring

MSU BASED

MAXIM (REDS)

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

VMAF

67.3502

Deblurring

MSU BASED

MAXIM (REDS)

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

LPIPS

0.07836

Deblurring

MSU BASED

MAXIM (REDS)

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

ERQAv2.0

0.74277

Deblurring

MSU BASED

MAXIM (REDS)

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

Subjective

1.0081