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 ⌀
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow	https://arxiv.org/abs/2006.14200v2	NIQE	3.57
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	GOUB	https://arxiv.org/abs/2312.10299v2	PSNR	26.89
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	GOUB	https://arxiv.org/abs/2312.10299v2	SSIM	0.7478
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	GOUB	https://arxiv.org/abs/2312.10299v2	LPIPS	0.220
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	PSNR	29.24
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	SSIM	0.8383
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LPIPS	0.239
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LRPSNR	53.3
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	NIQE	4.11
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	DISTS	0.1169
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF t=0.0	https://arxiv.org/abs/2303.05156v3	PSNR	29.14
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF t=0.0	https://arxiv.org/abs/2303.05156v3	SSIM	0.83
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF t=0.0	https://arxiv.org/abs/2303.05156v3	LPIPS	0.248
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	PSNR	29.25
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	SSIM	0.9017
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LIIF	https://arxiv.org/abs/2012.09161v2	PSNR	29
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LIIF	https://arxiv.org/abs/2012.09161v2	SSIM	0.89
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	PixelRL-SR	https://ieeexplore.ieee.org/document/9150927	PSNR	28.08
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	PixelRL-SR	https://ieeexplore.ieee.org/document/9150927	SSIM	0.8140
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	IDM	https://arxiv.org/abs/2303.16491v1	PSNR	27.59
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	IDM	https://arxiv.org/abs/2303.16491v1	SSIM	0.78
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LAR-SR	https://arxiv.org/abs/2303.16491v1	PSNR	27.03
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LAR-SR	https://arxiv.org/abs/2303.16491v1	SSIM	0.77
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow	https://arxiv.org/abs/2303.16491v1	PSNR	27.02
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow	https://arxiv.org/abs/2303.16491v1	SSIM	0.76
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	Bicubic	https://arxiv.org/abs/2303.16491v1	PSNR	26.7
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	Bicubic	https://arxiv.org/abs/2303.16491v1	SSIM	0.77
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow++	https://arxiv.org/abs/2303.16491v1	PSNR	26.61
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow++	https://arxiv.org/abs/2303.16491v1	SSIM	0.74
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	RankSRGAN	https://arxiv.org/abs/2303.16491v1	PSNR	26.55
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	RankSRGAN	https://arxiv.org/abs/2303.16491v1	SSIM	0.75
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	ESRGAN	https://arxiv.org/abs/2303.16491v1	PSNR	26.22
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	ESRGAN	https://arxiv.org/abs/2303.16491v1	SSIM	0.75
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	FID	1.978
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	MS-SSIM	0.975
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	PSNR	33.04
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	SSIM	0.875
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	FID	12.4
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	MS-SSIM	0.971
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	PSNR	34.1
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	SSIM	0.906
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	FID	15.54
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	MS-SSIM	0.933
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	PSNR	28.34
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	SSIM	0.827
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	FID	17.14
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	MS-SSIM	0.931
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	PSNR	27.90
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	SSIM	0.822
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	FID	19.07
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	MS-SSIM	0.934
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	PSNR	29.42
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	SSIM	0.832
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	FID	23.97
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	MS-SSIM	0.951
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	PSNR	24.71
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	SSIM	0.804
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	FID	31.84
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	MS-SSIM	0.924
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	PSNR	27.40
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	SSIM	0.801
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	FID	60.67
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	MS-SSIM	0.807
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	PSNR	21.49
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	SSIM	0.515
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	FID	72.73
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	MS-SSIM	0.782
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	PSNR	19.84
Super-Resolution > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	SSIM	0.353
Super-Resolution > Image Super-Resolution	VggFace2 - 8x upscaling	Full-GWAInet	https://arxiv.org/abs/1906.07078v1	PSNR	25.57
Super-Resolution > Image Super-Resolution	VggFace2 - 8x upscaling	GFRNet	http://arxiv.org/abs/1804.04829v2	PSNR	24.10
Super-Resolution > Image Super-Resolution	VggFace2 - 8x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	PSNR	23.01
Super-Resolution > Image Super-Resolution	VggFace2 - 8x upscaling	VDSR	http://arxiv.org/abs/1511.04587v2	PSNR	22.50
Super-Resolution > Image Super-Resolution	VggFace2 - 8x upscaling	CBN	http://arxiv.org/abs/1607.05046v1	PSNR	21.84
Super-Resolution > Image Super-Resolution	VggFace2 - 8x upscaling	WaveletSR	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	PSNR	20.87
Super-Resolution > Image Super-Resolution	VggFace2 - 8x upscaling	TDAE	http://openaccess.thecvf.com/content_cvpr_2017/html/Yu_Hallucinating_Very_Low-Resolution_CVPR_2017_paper.html	PSNR	20.19
Super-Resolution > Image Super-Resolution	KITTI 2012 - 2x upscaling	PASSRnet	http://arxiv.org/abs/1903.05784v3	PSNR	30.65
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	PSNR	24
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	SSIM	0.6534
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LRPSNR	41.36
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LPIPS	0.2058
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	DISTS	0.1716
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	NIQE	5.46
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	PSNR	25.42
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	SSIM	0.7097
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LRPSNR	44.28
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LPIPS	0.2924
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	DISTS	0.2134
Super-Resolution > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	NIQE	6.09
Super-Resolution > Image Super-Resolution	PIRM-test	RankSRGAN	https://arxiv.org/abs/1908.06382v2	NIQE	2.51
Super-Resolution > Image Super-Resolution	PIRM-test	ESRGAN	http://arxiv.org/abs/1809.00219v2	NIQE	2.55
Super-Resolution > Image Super-Resolution	PIRM-test	SRGAN	http://arxiv.org/abs/1609.04802v5	NIQE	2.71
Super-Resolution > Image Super-Resolution	B100 - 2x upscaling	ML-CrAIST	https://arxiv.org/abs/2408.09940v1	SSIM	0.9022
Super-Resolution > Image Super-Resolution	B100 - 2x upscaling	ML-CrAIST-Li	https://arxiv.org/abs/2408.09940v1	PSNR	32.36
Super-Resolution > Image Super-Resolution	B100 - 2x upscaling	ML-CrAIST-Li	https://arxiv.org/abs/2408.09940v1	SSIM	0.902
Super-Resolution > Image Super-Resolution	DIV8K test - 16x upscaling	RFB-ESRGAN	https://arxiv.org/abs/2005.12597v1	PSNR	23.38
Super-Resolution > Image Super-Resolution	DIV8K test - 16x upscaling	RFB-ESRGAN	https://arxiv.org/abs/2005.12597v1	LPIPS	0.348
Super-Resolution > Image Super-Resolution	Manga109 - 4x upscaling	Hi-IR-L	https://arxiv.org/abs/2411.18588v1	PSNR	33.13
Super-Resolution > Image Super-Resolution	Manga109 - 4x upscaling	Hi-IR-L	https://arxiv.org/abs/2411.18588v1	SSIM	0.9366
Super-Resolution > Image Super-Resolution	Manga109 - 4x upscaling	DRCT-L	https://arxiv.org/abs/2404.00722v5	PSNR	33.14

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow

https://arxiv.org/abs/2006.14200v2

NIQE

3.57

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

GOUB

https://arxiv.org/abs/2312.10299v2

PSNR

26.89

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

GOUB

https://arxiv.org/abs/2312.10299v2

SSIM

0.7478

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

GOUB

https://arxiv.org/abs/2312.10299v2

LPIPS

0.220

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

PSNR

29.24

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

SSIM

0.8383

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

LPIPS

0.239

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

LRPSNR

53.3

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

NIQE

4.11

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

DISTS

0.1169

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF t=0.0

https://arxiv.org/abs/2303.05156v3

PSNR

29.14

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF t=0.0

https://arxiv.org/abs/2303.05156v3

SSIM

0.83

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF t=0.0

https://arxiv.org/abs/2303.05156v3

LPIPS

0.248

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

EDSR

http://arxiv.org/abs/1707.02921v1

PSNR

29.25

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

EDSR

http://arxiv.org/abs/1707.02921v1

SSIM

0.9017

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LIIF

https://arxiv.org/abs/2012.09161v2

PSNR

29

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LIIF

https://arxiv.org/abs/2012.09161v2

SSIM

0.89

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

PixelRL-SR

https://ieeexplore.ieee.org/document/9150927

PSNR

28.08

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

PixelRL-SR

https://ieeexplore.ieee.org/document/9150927

SSIM

0.8140

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

IDM

https://arxiv.org/abs/2303.16491v1

PSNR

27.59

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

IDM

https://arxiv.org/abs/2303.16491v1

SSIM

0.78

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LAR-SR

https://arxiv.org/abs/2303.16491v1

PSNR

27.03

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LAR-SR

https://arxiv.org/abs/2303.16491v1

SSIM

0.77

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow

https://arxiv.org/abs/2303.16491v1

PSNR

27.02

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow

https://arxiv.org/abs/2303.16491v1

SSIM

0.76

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

Bicubic

https://arxiv.org/abs/2303.16491v1

PSNR

26.7

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

Bicubic

https://arxiv.org/abs/2303.16491v1

SSIM

0.77

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow++

https://arxiv.org/abs/2303.16491v1

PSNR

26.61

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow++

https://arxiv.org/abs/2303.16491v1

SSIM

0.74

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

RankSRGAN

https://arxiv.org/abs/2303.16491v1

PSNR

26.55

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

RankSRGAN

https://arxiv.org/abs/2303.16491v1

SSIM

0.75

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

ESRGAN

https://arxiv.org/abs/2303.16491v1

PSNR

26.22

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

ESRGAN

https://arxiv.org/abs/2303.16491v1

SSIM

0.75

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

HiFaceGAN

https://arxiv.org/abs/2005.05005v2

FID

1.978

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

HiFaceGAN

https://arxiv.org/abs/2005.05005v2

MS-SSIM

0.975

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

HiFaceGAN

https://arxiv.org/abs/2005.05005v2

PSNR

33.04

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

HiFaceGAN

https://arxiv.org/abs/2005.05005v2

SSIM

0.875

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

CAGFace

https://arxiv.org/abs/1910.08761v1

FID

12.4

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

CAGFace

https://arxiv.org/abs/1910.08761v1

MS-SSIM

0.971

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

CAGFace

https://arxiv.org/abs/1910.08761v1

PSNR

34.1

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

CAGFace

https://arxiv.org/abs/1910.08761v1

SSIM

0.906

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EDSR

http://arxiv.org/abs/1707.02921v1

FID

15.54

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EDSR

http://arxiv.org/abs/1707.02921v1

MS-SSIM

0.933

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EDSR

http://arxiv.org/abs/1707.02921v1

PSNR

28.34

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EDSR

http://arxiv.org/abs/1707.02921v1

SSIM

0.827

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRFBN

https://arxiv.org/abs/1903.09814v2

FID

17.14

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRFBN

https://arxiv.org/abs/1903.09814v2

MS-SSIM

0.931

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRFBN

https://arxiv.org/abs/1903.09814v2

PSNR

27.90

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRFBN

https://arxiv.org/abs/1903.09814v2

SSIM

0.822

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EnhanceNet

http://arxiv.org/abs/1612.07919v2

FID

19.07

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EnhanceNet

http://arxiv.org/abs/1612.07919v2

MS-SSIM

0.934

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EnhanceNet

http://arxiv.org/abs/1612.07919v2

PSNR

29.42

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

EnhanceNet

http://arxiv.org/abs/1612.07919v2

SSIM

0.832

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

FSRCNN

http://arxiv.org/abs/1608.00367v1

FID

23.97

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

FSRCNN

http://arxiv.org/abs/1608.00367v1

MS-SSIM

0.951

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

FSRCNN

http://arxiv.org/abs/1608.00367v1

PSNR

24.71

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

FSRCNN

http://arxiv.org/abs/1608.00367v1

SSIM

0.804

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRCNN

http://arxiv.org/abs/1501.00092v3

FID

31.84

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRCNN

http://arxiv.org/abs/1501.00092v3

MS-SSIM

0.924

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRCNN

http://arxiv.org/abs/1501.00092v3

PSNR

27.40

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRCNN

http://arxiv.org/abs/1501.00092v3

SSIM

0.801

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRGAN

http://arxiv.org/abs/1609.04802v5

FID

60.67

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRGAN

http://arxiv.org/abs/1609.04802v5

MS-SSIM

0.807

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRGAN

http://arxiv.org/abs/1609.04802v5

PSNR

21.49

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

SRGAN

http://arxiv.org/abs/1609.04802v5

SSIM

0.515

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

ESRGAN

http://arxiv.org/abs/1809.00219v2

FID

72.73

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

ESRGAN

http://arxiv.org/abs/1809.00219v2

MS-SSIM

0.782

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

ESRGAN

http://arxiv.org/abs/1809.00219v2

PSNR

19.84

Super-Resolution > Image Super-Resolution

FFHQ 1024 x 1024 - 4x upscaling

ESRGAN

http://arxiv.org/abs/1809.00219v2

SSIM

0.353

Super-Resolution > Image Super-Resolution

VggFace2 - 8x upscaling

Full-GWAInet

https://arxiv.org/abs/1906.07078v1

PSNR

25.57

Super-Resolution > Image Super-Resolution

VggFace2 - 8x upscaling

GFRNet

http://arxiv.org/abs/1804.04829v2

PSNR

24.10

Super-Resolution > Image Super-Resolution

VggFace2 - 8x upscaling

SRGAN

http://arxiv.org/abs/1609.04802v5

PSNR

23.01

Super-Resolution > Image Super-Resolution

VggFace2 - 8x upscaling

VDSR

http://arxiv.org/abs/1511.04587v2

PSNR

22.50

Super-Resolution > Image Super-Resolution

VggFace2 - 8x upscaling

CBN

http://arxiv.org/abs/1607.05046v1

PSNR

21.84

Super-Resolution > Image Super-Resolution

VggFace2 - 8x upscaling

WaveletSR

http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html

PSNR

20.87

Super-Resolution > Image Super-Resolution

VggFace2 - 8x upscaling

TDAE

http://openaccess.thecvf.com/content_cvpr_2017/html/Yu_Hallucinating_Very_Low-Resolution_CVPR_2017_paper.html

PSNR

20.19

Super-Resolution > Image Super-Resolution

KITTI 2012 - 2x upscaling

PASSRnet

http://arxiv.org/abs/1903.05784v3

PSNR

30.65

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.8

https://arxiv.org/abs/2201.04898v3

PSNR

24

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.8

https://arxiv.org/abs/2201.04898v3

SSIM

0.6534

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.8

https://arxiv.org/abs/2201.04898v3

LRPSNR

41.36

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.8

https://arxiv.org/abs/2201.04898v3

LPIPS

0.2058

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.8

https://arxiv.org/abs/2201.04898v3

DISTS

0.1716

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.8

https://arxiv.org/abs/2201.04898v3

NIQE

5.46

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

PSNR

25.42

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

SSIM

0.7097

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

LRPSNR

44.28

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

LPIPS

0.2924

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

DISTS

0.2134

Super-Resolution > Image Super-Resolution

General100 - 8x upscaling

FxSR-PD t=0.0

https://arxiv.org/abs/2201.04898v3

NIQE

6.09

Super-Resolution > Image Super-Resolution

PIRM-test

RankSRGAN

https://arxiv.org/abs/1908.06382v2

NIQE

2.51

Super-Resolution > Image Super-Resolution

PIRM-test

ESRGAN

http://arxiv.org/abs/1809.00219v2

NIQE

2.55

Super-Resolution > Image Super-Resolution

PIRM-test

SRGAN

http://arxiv.org/abs/1609.04802v5

NIQE

2.71

Super-Resolution > Image Super-Resolution

B100 - 2x upscaling

ML-CrAIST

https://arxiv.org/abs/2408.09940v1

SSIM

0.9022

Super-Resolution > Image Super-Resolution

B100 - 2x upscaling

ML-CrAIST-Li

https://arxiv.org/abs/2408.09940v1

PSNR

32.36

Super-Resolution > Image Super-Resolution

B100 - 2x upscaling

ML-CrAIST-Li

https://arxiv.org/abs/2408.09940v1

SSIM

0.902

Super-Resolution > Image Super-Resolution

DIV8K test - 16x upscaling

RFB-ESRGAN

https://arxiv.org/abs/2005.12597v1

PSNR

23.38

Super-Resolution > Image Super-Resolution

DIV8K test - 16x upscaling

RFB-ESRGAN

https://arxiv.org/abs/2005.12597v1

LPIPS

0.348

Super-Resolution > Image Super-Resolution

Manga109 - 4x upscaling

Hi-IR-L

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

PSNR

33.13

Super-Resolution > Image Super-Resolution

Manga109 - 4x upscaling

Hi-IR-L

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

SSIM

0.9366

Super-Resolution > Image Super-Resolution

Manga109 - 4x upscaling

DRCT-L

https://arxiv.org/abs/2404.00722v5

PSNR

33.14