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	Set14 - 4x upscaling	SPMC	http://arxiv.org/abs/1704.02738v1	SSIM	0.76
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	PSNR	27.5
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	SSIM	0.7513
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	FAFR*	http://arxiv.org/abs/1712.05248v1	PSNR	27.48
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	PSNR	27.421
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	SSIM	0.7438
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	LPIPS	0.1027
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	DISTS	0.0819
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	JMPF+	http://arxiv.org/abs/1708.09200v1	PSNR	27.37
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SPSR	https://arxiv.org/abs/2003.13081v1	PSNR	26.64
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SPSR	https://arxiv.org/abs/2003.13081v1	SSIM	0.7930
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	Deep Mean-Shift Priors	http://arxiv.org/abs/1709.03749v2	PSNR	26.22
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SFT-GAN	http://arxiv.org/abs/1804.02815v1	PSNR	26.13
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SFT-GAN	http://arxiv.org/abs/1804.02815v1	SSIM	0.694
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	PSNR	25.99
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	SSIM	0.7397
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	MOS	3.72
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	Edge-informed SR	https://arxiv.org/abs/1909.05305v1	PSNR	25.19
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	Edge-informed SR	https://arxiv.org/abs/1909.05305v1	SSIM	0.894
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	nearest neighbors	http://arxiv.org/abs/1609.04802v5	PSNR	24.64
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	nearest neighbors	http://arxiv.org/abs/1609.04802v5	SSIM	0.71
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	nearest neighbors	http://arxiv.org/abs/1609.04802v5	MOS	1.2
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	S-RFN	https://arxiv.org/abs/1907.10399v2	SSIM	0.7946
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	bicubic	http://arxiv.org/abs/1609.04802v5	SSIM	0.7486
Super-Resolution > Image Super-Resolution	Set14 - 4x upscaling	bicubic	http://arxiv.org/abs/1609.04802v5	MOS	1.8
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	FID	5.36
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	MS-SSIM	0.971
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	PSNR	28.65
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	SSIM	0.816
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	FID	74.43
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	MS-SSIM	0.958
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	PSNR	27.42
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	SSIM	0.816
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	FID	116.38
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	MS-SSIM	0.897
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	PSNR	23.64
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	SSIM	0.701
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	FID	129.14
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	MS-SSIM	0.901
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	PSNR	22.47
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	SSIM	0.706
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	FID	132.59
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	MS-SSIM	0.895
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	PSNR	21.96
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	SSIM	0.693
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	FID	139.78
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	MS-SSIM	0.930
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	PSNR	22.45
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	SSIM	0.709
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	FID	147.21
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	MS-SSIM	0.900
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	PSNR	23.12
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	SSIM	0.688
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	FID	156.07
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	MS-SSIM	0.757
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	PSNR	17.57
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	SSIM	0.415
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	FID	166.36
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	MS-SSIM	0.747
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	PSNR	15.43
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	SSIM	0.267
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	BRGM	https://arxiv.org/abs/2012.04567v5	PSNR	24.16
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	BRGM	https://arxiv.org/abs/2012.04567v5	SSIM	0.70
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	PULSE	https://arxiv.org/abs/2003.03808v3	PSNR	15.74
Super-Resolution > Image Super-Resolution	FFHQ 256 x 256 - 4x upscaling	PULSE	https://arxiv.org/abs/2003.03808v3	SSIM	0.37
Super-Resolution > Image Super-Resolution	IXI	EDSR+MMHCA	https://arxiv.org/abs/2204.04218v3	SSIM for 2x T2w	0.9877
Super-Resolution > Image Super-Resolution	IXI	EDSR+MMHCA	https://arxiv.org/abs/2204.04218v3	PSNR 2x T2w	40.43
Super-Resolution > Image Super-Resolution	IXI	EDSR+MMHCA	https://arxiv.org/abs/2204.04218v3	SSIM 4x T2w	0.9469
Super-Resolution > Image Super-Resolution	IXI	EDSR+MMHCA	https://arxiv.org/abs/2204.04218v3	PSNR 4x T2w	32.70
Super-Resolution > Image Super-Resolution	IXI	SERAN	http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html	SSIM for 2x T2w	0.9874
Super-Resolution > Image Super-Resolution	IXI	SERAN	http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html	PSNR 2x T2w	40.30
Super-Resolution > Image Super-Resolution	IXI	SERAN	http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html	SSIM 4x T2w	0.9472
Super-Resolution > Image Super-Resolution	IXI	SERAN	http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html	PSNR 4x T2w	32.62
Super-Resolution > Image Super-Resolution	IXI	CSN	https://arxiv.org/abs/1810.06453v3	SSIM for 2x T2w	0.9863
Super-Resolution > Image Super-Resolution	IXI	CSN	https://arxiv.org/abs/1810.06453v3	PSNR 2x T2w	39.71
Super-Resolution > Image Super-Resolution	IXI	CSN	https://arxiv.org/abs/1810.06453v3	SSIM 4x T2w	0.9413
Super-Resolution > Image Super-Resolution	IXI	CSN	https://arxiv.org/abs/1810.06453v3	PSNR 4x T2w	32.05
Super-Resolution > Image Super-Resolution	IXI	IDN	http://arxiv.org/abs/1803.09454v1	SSIM for 2x T2w	0.9846
Super-Resolution > Image Super-Resolution	IXI	IDN	http://arxiv.org/abs/1803.09454v1	PSNR 2x T2w	39.09
Super-Resolution > Image Super-Resolution	IXI	IDN	http://arxiv.org/abs/1803.09454v1	SSIM 4x T2w	0.9312
Super-Resolution > Image Super-Resolution	IXI	IDN	http://arxiv.org/abs/1803.09454v1	PSNR 4x T2w	31.37
Super-Resolution > Image Super-Resolution	IXI	RDN	http://arxiv.org/abs/1802.08797v2	SSIM for 2x T2w	0.9838
Super-Resolution > Image Super-Resolution	IXI	RDN	http://arxiv.org/abs/1802.08797v2	PSNR 2x T2w	38.75
Super-Resolution > Image Super-Resolution	IXI	RDN	http://arxiv.org/abs/1802.08797v2	SSIM 4x T2w	0.9324
Super-Resolution > Image Super-Resolution	IXI	RDN	http://arxiv.org/abs/1802.08797v2	PSNR 4x T2w	31.45
Super-Resolution > Image Super-Resolution	IXI	CNN-IL	https://arxiv.org/abs/2001.01330v4	SSIM for 2x T2w	0.9837
Super-Resolution > Image Super-Resolution	IXI	CNN-IL	https://arxiv.org/abs/2001.01330v4	PSNR 2x T2w	38.67
Super-Resolution > Image Super-Resolution	IXI	CNN-IL	https://arxiv.org/abs/2001.01330v4	SSIM 4x T2w	0.9210
Super-Resolution > Image Super-Resolution	IXI	CNN-IL	https://arxiv.org/abs/2001.01330v4	PSNR 4x T2w	30.57
Super-Resolution > Image Super-Resolution	IXI	VDSR	http://arxiv.org/abs/1511.04587v2	SSIM for 2x T2w	0.9836
Super-Resolution > Image Super-Resolution	IXI	VDSR	http://arxiv.org/abs/1511.04587v2	PSNR 2x T2w	38.65
Super-Resolution > Image Super-Resolution	IXI	VDSR	http://arxiv.org/abs/1511.04587v2	SSIM 4x T2w	0.9240
Super-Resolution > Image Super-Resolution	IXI	VDSR	http://arxiv.org/abs/1511.04587v2	PSNR 4x T2w	30.79
Super-Resolution > Image Super-Resolution	IXI	SRCNN	http://arxiv.org/abs/1501.00092v3	SSIM for 2x T2w	0.9796
Super-Resolution > Image Super-Resolution	IXI	SRCNN	http://arxiv.org/abs/1501.00092v3	PSNR 2x T2w	37.32
Super-Resolution > Image Super-Resolution	IXI	SRCNN	http://arxiv.org/abs/1501.00092v3	SSIM 4x T2w	0.9052
Super-Resolution > Image Super-Resolution	IXI	SRCNN	http://arxiv.org/abs/1501.00092v3	PSNR 4x T2w	29.69
Super-Resolution > Image Super-Resolution	IXI	T2Net	https://arxiv.org/abs/2106.06742v3	SSIM for 2x T2w	0.8720
Super-Resolution > Image Super-Resolution	IXI	T2Net	https://arxiv.org/abs/2106.06742v3	PSNR 2x T2w	29.38
Super-Resolution > Image Super-Resolution	IXI	T2Net	https://arxiv.org/abs/2106.06742v3	SSIM 4x T2w	0.8500

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SPMC

http://arxiv.org/abs/1704.02738v1

SSIM

0.76

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SRCNN

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

PSNR

27.5

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SRCNN

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

SSIM

0.7513

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

FAFR*

http://arxiv.org/abs/1712.05248v1

PSNR

27.48

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

AESOP

https://arxiv.org/abs/2412.00124v2

PSNR

27.421

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

AESOP

https://arxiv.org/abs/2412.00124v2

SSIM

0.7438

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

AESOP

https://arxiv.org/abs/2412.00124v2

LPIPS

0.1027

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

AESOP

https://arxiv.org/abs/2412.00124v2

DISTS

0.0819

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

JMPF+

http://arxiv.org/abs/1708.09200v1

PSNR

27.37

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SPSR

https://arxiv.org/abs/2003.13081v1

PSNR

26.64

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SPSR

https://arxiv.org/abs/2003.13081v1

SSIM

0.7930

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

Deep Mean-Shift Priors

http://arxiv.org/abs/1709.03749v2

PSNR

26.22

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SFT-GAN

http://arxiv.org/abs/1804.02815v1

PSNR

26.13

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SFT-GAN

http://arxiv.org/abs/1804.02815v1

SSIM

0.694

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SRGAN

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

PSNR

25.99

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SRGAN

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

SSIM

0.7397

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

SRGAN

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

MOS

3.72

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

Edge-informed SR

https://arxiv.org/abs/1909.05305v1

PSNR

25.19

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

Edge-informed SR

https://arxiv.org/abs/1909.05305v1

SSIM

0.894

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

nearest neighbors

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

PSNR

24.64

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

nearest neighbors

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

SSIM

0.71

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

nearest neighbors

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

MOS

1.2

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

S-RFN

https://arxiv.org/abs/1907.10399v2

SSIM

0.7946

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

bicubic

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

SSIM

0.7486

Super-Resolution > Image Super-Resolution

Set14 - 4x upscaling

bicubic

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

MOS

1.8

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

HiFaceGAN

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

FID

5.36

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

HiFaceGAN

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

MS-SSIM

0.971

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

HiFaceGAN

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

PSNR

28.65

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

HiFaceGAN

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

SSIM

0.816

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

CAGFace

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

FID

74.43

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

CAGFace

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

MS-SSIM

0.958

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

CAGFace

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

PSNR

27.42

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

CAGFace

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

SSIM

0.816

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EnhanceNet

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

FID

116.38

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EnhanceNet

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

MS-SSIM

0.897

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EnhanceNet

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

PSNR

23.64

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EnhanceNet

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

SSIM

0.701

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EDSR

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

FID

129.14

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EDSR

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

MS-SSIM

0.901

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EDSR

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

PSNR

22.47

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

EDSR

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

SSIM

0.706

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRFBN

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

FID

132.59

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRFBN

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

MS-SSIM

0.895

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRFBN

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

PSNR

21.96

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRFBN

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

SSIM

0.693

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

FSRCNN

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

FID

139.78

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

FSRCNN

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

MS-SSIM

0.930

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

FSRCNN

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

PSNR

22.45

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

FSRCNN

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

SSIM

0.709

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRCNN

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

FID

147.21

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRCNN

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

MS-SSIM

0.900

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRCNN

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

PSNR

23.12

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRCNN

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

SSIM

0.688

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRGAN

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

FID

156.07

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRGAN

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

MS-SSIM

0.757

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRGAN

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

PSNR

17.57

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

SRGAN

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

SSIM

0.415

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

ESRGAN

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

FID

166.36

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

ESRGAN

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

MS-SSIM

0.747

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

ESRGAN

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

PSNR

15.43

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

ESRGAN

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

SSIM

0.267

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

BRGM

https://arxiv.org/abs/2012.04567v5

PSNR

24.16

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

BRGM

https://arxiv.org/abs/2012.04567v5

SSIM

0.70

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

PULSE

https://arxiv.org/abs/2003.03808v3

PSNR

15.74

Super-Resolution > Image Super-Resolution

FFHQ 256 x 256 - 4x upscaling

PULSE

https://arxiv.org/abs/2003.03808v3

SSIM

0.37

Super-Resolution > Image Super-Resolution

IXI

EDSR+MMHCA

https://arxiv.org/abs/2204.04218v3

SSIM for 2x T2w

0.9877

Super-Resolution > Image Super-Resolution

IXI

EDSR+MMHCA

https://arxiv.org/abs/2204.04218v3

PSNR 2x T2w

40.43

Super-Resolution > Image Super-Resolution

IXI

EDSR+MMHCA

https://arxiv.org/abs/2204.04218v3

SSIM 4x T2w

0.9469

Super-Resolution > Image Super-Resolution

IXI

EDSR+MMHCA

https://arxiv.org/abs/2204.04218v3

PSNR 4x T2w

32.70

Super-Resolution > Image Super-Resolution

IXI

SERAN

http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html

SSIM for 2x T2w

0.9874

Super-Resolution > Image Super-Resolution

IXI

SERAN

http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html

PSNR 2x T2w

40.30

Super-Resolution > Image Super-Resolution

IXI

SERAN

http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html

SSIM 4x T2w

0.9472

Super-Resolution > Image Super-Resolution

IXI

SERAN

http://openaccess.thecvf.com//content/CVPR2021/html/Zhang_MR_Image_Super-Resolution_With_Squeeze_and_Excitation_Reasoning_Attention_Network_CVPR_2021_paper.html

PSNR 4x T2w

32.62

Super-Resolution > Image Super-Resolution

IXI

CSN

https://arxiv.org/abs/1810.06453v3

SSIM for 2x T2w

0.9863

Super-Resolution > Image Super-Resolution

IXI

CSN

https://arxiv.org/abs/1810.06453v3

PSNR 2x T2w

39.71

Super-Resolution > Image Super-Resolution

IXI

CSN

https://arxiv.org/abs/1810.06453v3

SSIM 4x T2w

0.9413

Super-Resolution > Image Super-Resolution

IXI

CSN

https://arxiv.org/abs/1810.06453v3

PSNR 4x T2w

32.05

Super-Resolution > Image Super-Resolution

IXI

IDN

http://arxiv.org/abs/1803.09454v1

SSIM for 2x T2w

0.9846

Super-Resolution > Image Super-Resolution

IXI

IDN

http://arxiv.org/abs/1803.09454v1

PSNR 2x T2w

39.09

Super-Resolution > Image Super-Resolution

IXI

IDN

http://arxiv.org/abs/1803.09454v1

SSIM 4x T2w

0.9312

Super-Resolution > Image Super-Resolution

IXI

IDN

http://arxiv.org/abs/1803.09454v1

PSNR 4x T2w

31.37

Super-Resolution > Image Super-Resolution

IXI

RDN

http://arxiv.org/abs/1802.08797v2

SSIM for 2x T2w

0.9838

Super-Resolution > Image Super-Resolution

IXI

RDN

http://arxiv.org/abs/1802.08797v2

PSNR 2x T2w

38.75

Super-Resolution > Image Super-Resolution

IXI

RDN

http://arxiv.org/abs/1802.08797v2

SSIM 4x T2w

0.9324

Super-Resolution > Image Super-Resolution

IXI

RDN

http://arxiv.org/abs/1802.08797v2

PSNR 4x T2w

31.45

Super-Resolution > Image Super-Resolution

IXI

CNN-IL

https://arxiv.org/abs/2001.01330v4

SSIM for 2x T2w

0.9837

Super-Resolution > Image Super-Resolution

IXI

CNN-IL

https://arxiv.org/abs/2001.01330v4

PSNR 2x T2w

38.67

Super-Resolution > Image Super-Resolution

IXI

CNN-IL

https://arxiv.org/abs/2001.01330v4

SSIM 4x T2w

0.9210

Super-Resolution > Image Super-Resolution

IXI

CNN-IL

https://arxiv.org/abs/2001.01330v4

PSNR 4x T2w

30.57

Super-Resolution > Image Super-Resolution

IXI

VDSR

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

SSIM for 2x T2w

0.9836

Super-Resolution > Image Super-Resolution

IXI

VDSR

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

PSNR 2x T2w

38.65

Super-Resolution > Image Super-Resolution

IXI

VDSR

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

SSIM 4x T2w

0.9240

Super-Resolution > Image Super-Resolution

IXI

VDSR

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

PSNR 4x T2w

30.79

Super-Resolution > Image Super-Resolution

IXI

SRCNN

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

SSIM for 2x T2w

0.9796

Super-Resolution > Image Super-Resolution

IXI

SRCNN

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

PSNR 2x T2w

37.32

Super-Resolution > Image Super-Resolution

IXI

SRCNN

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

SSIM 4x T2w

0.9052

Super-Resolution > Image Super-Resolution

IXI

SRCNN

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

PSNR 4x T2w

29.69

Super-Resolution > Image Super-Resolution

IXI

T2Net

https://arxiv.org/abs/2106.06742v3

SSIM for 2x T2w

0.8720

Super-Resolution > Image Super-Resolution

IXI

T2Net

https://arxiv.org/abs/2106.06742v3

PSNR 2x T2w

29.38

Super-Resolution > Image Super-Resolution

IXI

T2Net

https://arxiv.org/abs/2106.06742v3

SSIM 4x T2w

0.8500