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	FFHQ 512 x 512 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	FID	20.605
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	LPIPS	0.2475
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	NIQE	13.636
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	PSNR	29.577
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	SSIM	0.827
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	MS-SSIM	0.953
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	LLE	2.066
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	FED	0.0984
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	FID	20.032
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	LPIPS	0.2406
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	NIQE	13.901
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	PSNR	28.750
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	SSIM	0.806
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	MS-SSIM	0.952
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	LLE	2.702
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	FED	0.0964
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	FID	16.472
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	LPIPS	0.2443
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	WaveletCNN	http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html	NIQE	12.217
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	PSNR	27.494
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	SSIM	0.735
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	MS-SSIM	0.935
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	LLE	2.269
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	FED	0.1097
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	FID	4.396
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	LPIPS	0.1313
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	NIQE	7.378
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	PSNR	27.134
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	SSIM	0.741
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	MS-SSIM	0.935
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	LLE	2.261
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	FED	0.1107
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	FID	3.503
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	LPIPS	0.1221
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	NIQE	6.984
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	PSNR	25.463
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	SSIM	0.729
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	MS-SSIM	0.913
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	LLE	2.333
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	FED	0.1416
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	FID	14.811
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	LPIPS	0.2357
Super-Resolution > Image Super-Resolution	FFHQ 512 x 512 - 4x upscaling	Super-FAN	http://arxiv.org/abs/1712.02765v2	NIQE	8.719
Super-Resolution > Image Super-Resolution	DIV8K val - 16x upscaling	Ours w/o cycle-loss	https://arxiv.org/abs/2106.10437v4	LPIPS	0.321
Super-Resolution > Image Super-Resolution	DIV8K val - 16x upscaling	RFB-ESRGAN	https://arxiv.org/abs/2005.12597v1	PSNR	24.03
Super-Resolution > Image Super-Resolution	DIV8K val - 16x upscaling	RFB-ESRGAN	https://arxiv.org/abs/2005.12597v1	LPIPS	0.345
Super-Resolution > Image Super-Resolution	DIV8K val - 16x upscaling	ABPN	https://arxiv.org/abs/1910.04476v1	PSNR	26.71
Super-Resolution > Image Super-Resolution	DIV8K val - 16x upscaling	ABPN	https://arxiv.org/abs/1910.04476v1	SSIM	0.65
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	PSNR	28.74
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	SSIM	0.8297
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	LPIPS	0.0753
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	DISTS	0.0795
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	LR-PSNR	50.11
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	PSNR	28.44
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	SSIM	0.8229
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LRPSNR	49.82
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LPIPS	0.0784
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	NIQE	4.54
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	DISTS	0.0831
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	PSNR	29.94
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	SSIM	0.8629
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LRPSNR	52.22
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LPIPS	0.1519
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	NIQE	6.05
Super-Resolution > Image Super-Resolution	General100 - 4x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	DISTS	0.1205
Super-Resolution > Image Super-Resolution	Celeb-HQ 4x upscaling	Edge-informed SR	https://arxiv.org/abs/1909.05305v1	PSNR	28.23
Super-Resolution > Image Super-Resolution	Celeb-HQ 4x upscaling	Edge-informed SR	https://arxiv.org/abs/1909.05305v1	SSIM	0.912
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	PSNR	29.137
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	SSIM	0.8023
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	LPIPS	0.0893
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	AESOP	https://arxiv.org/abs/2412.00124v2	DISTS	0.0459
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	PSNR	27.69
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	SSIM	0.7932
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	LPIPS	0.0957
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	LRPSNR	50.80
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SROOE	https://arxiv.org/abs/2211.13676v3	DISTS	0.0491
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	PSNR	27.51
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	SSIM	0.789
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LPIPS	0.1028
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LRPSNR	50.54
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	NIQE	2.81
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	DISTS	0.0513
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	RCOT	https://arxiv.org/abs/2405.02843v2	PSNR	28.41
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	RCOT	https://arxiv.org/abs/2405.02843v2	SSIM	0.804
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	RCOT	https://arxiv.org/abs/2405.02843v2	LPIPS	0.104
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF-LP	https://arxiv.org/abs/2403.10988v3	PSNR	28.00
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF-LP	https://arxiv.org/abs/2403.10988v3	SSIM	0.78
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF-LP	https://arxiv.org/abs/2403.10988v3	LPIPS	0.105
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF-LP	https://arxiv.org/abs/2403.10988v3	LRPSNR	47.3
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow-LP	https://arxiv.org/abs/2403.10988v3	PSNR	27.51
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow-LP	https://arxiv.org/abs/2403.10988v3	SSIM	0.78
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow-LP	https://arxiv.org/abs/2403.10988v3	LPIPS	0.109
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow-LP	https://arxiv.org/abs/2403.10988v3	LRPSNR	51.51
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF	https://arxiv.org/abs/2303.05156v3	PSNR	27.33
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF	https://arxiv.org/abs/2303.05156v3	SSIM	0.76
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	LINF	https://arxiv.org/abs/2303.05156v3	LPIPS	0.112
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow	https://arxiv.org/abs/2006.14200v2	PSNR	27.09
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow	https://arxiv.org/abs/2006.14200v2	SSIM	0.76
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow	https://arxiv.org/abs/2006.14200v2	LPIPS	0.12
Super-Resolution > Image Super-Resolution	DIV2K val - 4x upscaling	SRFlow	https://arxiv.org/abs/2006.14200v2	LRPSNR	49.96

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

EDSR

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

FID

20.605

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

EDSR

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

LPIPS

0.2475

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

EDSR

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

NIQE

13.636

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

PSNR

29.577

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

SSIM

0.827

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

MS-SSIM

0.953

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

LLE

2.066

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

FED

0.0984

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

FID

20.032

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

LPIPS

0.2406

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRFBN

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

NIQE

13.901

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

PSNR

28.750

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

SSIM

0.806

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

MS-SSIM

0.952

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

LLE

2.702

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

FED

0.0964

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

FID

16.472

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

LPIPS

0.2443

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

WaveletCNN

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

NIQE

12.217

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

PSNR

27.494

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

SSIM

0.735

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

MS-SSIM

0.935

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

LLE

2.269

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

FED

0.1097

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

FID

4.396

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

LPIPS

0.1313

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

SRGAN

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

NIQE

7.378

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

PSNR

27.134

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

SSIM

0.741

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

MS-SSIM

0.935

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

LLE

2.261

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

FED

0.1107

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

FID

3.503

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

LPIPS

0.1221

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

ESRGAN

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

NIQE

6.984

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

PSNR

25.463

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

SSIM

0.729

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

MS-SSIM

0.913

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

LLE

2.333

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

FED

0.1416

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

FID

14.811

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

LPIPS

0.2357

Super-Resolution > Image Super-Resolution

FFHQ 512 x 512 - 4x upscaling

Super-FAN

http://arxiv.org/abs/1712.02765v2

NIQE

8.719

Super-Resolution > Image Super-Resolution

DIV8K val - 16x upscaling

Ours w/o cycle-loss

https://arxiv.org/abs/2106.10437v4

LPIPS

0.321

Super-Resolution > Image Super-Resolution

DIV8K val - 16x upscaling

RFB-ESRGAN

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

PSNR

24.03

Super-Resolution > Image Super-Resolution

DIV8K val - 16x upscaling

RFB-ESRGAN

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

LPIPS

0.345

Super-Resolution > Image Super-Resolution

DIV8K val - 16x upscaling

ABPN

https://arxiv.org/abs/1910.04476v1

PSNR

26.71

Super-Resolution > Image Super-Resolution

DIV8K val - 16x upscaling

ABPN

https://arxiv.org/abs/1910.04476v1

SSIM

0.65

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

PSNR

28.74

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

SSIM

0.8297

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

LPIPS

0.0753

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

DISTS

0.0795

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

LR-PSNR

50.11

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.8

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

PSNR

28.44

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.8

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

SSIM

0.8229

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.8

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

LRPSNR

49.82

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.8

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

LPIPS

0.0784

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.8

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

NIQE

4.54

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.8

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

DISTS

0.0831

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.0

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

PSNR

29.94

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.0

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

SSIM

0.8629

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.0

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

LRPSNR

52.22

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.0

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

LPIPS

0.1519

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.0

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

NIQE

6.05

Super-Resolution > Image Super-Resolution

General100 - 4x upscaling

FxSR-PD t=0.0

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

DISTS

0.1205

Super-Resolution > Image Super-Resolution

Celeb-HQ 4x upscaling

Edge-informed SR

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

PSNR

28.23

Super-Resolution > Image Super-Resolution

Celeb-HQ 4x upscaling

Edge-informed SR

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

SSIM

0.912

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

AESOP

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

PSNR

29.137

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

AESOP

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

SSIM

0.8023

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

AESOP

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

LPIPS

0.0893

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

AESOP

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

DISTS

0.0459

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

PSNR

27.69

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

SSIM

0.7932

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

LPIPS

0.0957

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

LRPSNR

50.80

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SROOE

https://arxiv.org/abs/2211.13676v3

DISTS

0.0491

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.8

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

PSNR

27.51

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.8

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

SSIM

0.789

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.8

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

LPIPS

0.1028

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.8

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

LRPSNR

50.54

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.8

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

NIQE

2.81

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

FxSR-PD t=0.8

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

DISTS

0.0513

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

RCOT

https://arxiv.org/abs/2405.02843v2

PSNR

28.41

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

RCOT

https://arxiv.org/abs/2405.02843v2

SSIM

0.804

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

RCOT

https://arxiv.org/abs/2405.02843v2

LPIPS

0.104

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF-LP

https://arxiv.org/abs/2403.10988v3

PSNR

28.00

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF-LP

https://arxiv.org/abs/2403.10988v3

SSIM

0.78

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF-LP

https://arxiv.org/abs/2403.10988v3

LPIPS

0.105

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF-LP

https://arxiv.org/abs/2403.10988v3

LRPSNR

47.3

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow-LP

https://arxiv.org/abs/2403.10988v3

PSNR

27.51

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow-LP

https://arxiv.org/abs/2403.10988v3

SSIM

0.78

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow-LP

https://arxiv.org/abs/2403.10988v3

LPIPS

0.109

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow-LP

https://arxiv.org/abs/2403.10988v3

LRPSNR

51.51

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF

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

PSNR

27.33

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF

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

SSIM

0.76

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

LINF

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

LPIPS

0.112

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow

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

PSNR

27.09

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow

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

SSIM

0.76

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow

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

LPIPS

0.12

Super-Resolution > Image Super-Resolution

DIV2K val - 4x upscaling

SRFlow

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

LRPSNR

49.96