felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
16k > Image Super-Resolution	DIV2K val - 4x upscaling	LIIF	https://arxiv.org/abs/2012.09161v2	SSIM	0.89
16k > Image Super-Resolution	DIV2K val - 4x upscaling	PixelRL-SR	https://ieeexplore.ieee.org/document/9150927	PSNR	28.08
16k > Image Super-Resolution	DIV2K val - 4x upscaling	PixelRL-SR	https://ieeexplore.ieee.org/document/9150927	SSIM	0.8140
16k > Image Super-Resolution	DIV2K val - 4x upscaling	IDM	https://arxiv.org/abs/2303.16491v1	PSNR	27.59
16k > Image Super-Resolution	DIV2K val - 4x upscaling	IDM	https://arxiv.org/abs/2303.16491v1	SSIM	0.78
16k > Image Super-Resolution	DIV2K val - 4x upscaling	LAR-SR	https://arxiv.org/abs/2303.16491v1	PSNR	27.03
16k > Image Super-Resolution	DIV2K val - 4x upscaling	LAR-SR	https://arxiv.org/abs/2303.16491v1	SSIM	0.77
16k > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow	https://arxiv.org/abs/2303.16491v1	PSNR	27.02
16k > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow	https://arxiv.org/abs/2303.16491v1	SSIM	0.76
16k > Image Super-Resolution	DIV2K val - 4x upscaling	Bicubic	https://arxiv.org/abs/2303.16491v1	PSNR	26.7
16k > Image Super-Resolution	DIV2K val - 4x upscaling	Bicubic	https://arxiv.org/abs/2303.16491v1	SSIM	0.77
16k > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow++	https://arxiv.org/abs/2303.16491v1	PSNR	26.61
16k > Image Super-Resolution	DIV2K val - 4x upscaling	HCFlow++	https://arxiv.org/abs/2303.16491v1	SSIM	0.74
16k > Image Super-Resolution	DIV2K val - 4x upscaling	RankSRGAN	https://arxiv.org/abs/2303.16491v1	PSNR	26.55
16k > Image Super-Resolution	DIV2K val - 4x upscaling	RankSRGAN	https://arxiv.org/abs/2303.16491v1	SSIM	0.75
16k > Image Super-Resolution	DIV2K val - 4x upscaling	ESRGAN	https://arxiv.org/abs/2303.16491v1	PSNR	26.22
16k > Image Super-Resolution	DIV2K val - 4x upscaling	ESRGAN	https://arxiv.org/abs/2303.16491v1	SSIM	0.75
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	FID	1.978
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	MS-SSIM	0.975
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	PSNR	33.04
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	HiFaceGAN	https://arxiv.org/abs/2005.05005v2	SSIM	0.875
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	FID	12.4
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	MS-SSIM	0.971
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	PSNR	34.1
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	CAGFace	https://arxiv.org/abs/1910.08761v1	SSIM	0.906
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	FID	15.54
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	MS-SSIM	0.933
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	PSNR	28.34
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EDSR	http://arxiv.org/abs/1707.02921v1	SSIM	0.827
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	FID	17.14
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	MS-SSIM	0.931
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	PSNR	27.90
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRFBN	https://arxiv.org/abs/1903.09814v2	SSIM	0.822
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	FID	19.07
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	MS-SSIM	0.934
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	PSNR	29.42
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	EnhanceNet	http://arxiv.org/abs/1612.07919v2	SSIM	0.832
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	FID	23.97
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	MS-SSIM	0.951
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	PSNR	24.71
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	FSRCNN	http://arxiv.org/abs/1608.00367v1	SSIM	0.804
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	FID	31.84
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	MS-SSIM	0.924
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	PSNR	27.40
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRCNN	http://arxiv.org/abs/1501.00092v3	SSIM	0.801
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	FID	60.67
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	MS-SSIM	0.807
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	PSNR	21.49
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	SSIM	0.515
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	FID	72.73
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	MS-SSIM	0.782
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	PSNR	19.84
16k > Image Super-Resolution	FFHQ 1024 x 1024 - 4x upscaling	ESRGAN	http://arxiv.org/abs/1809.00219v2	SSIM	0.353
16k > Image Super-Resolution	VggFace2 - 8x upscaling	Full-GWAInet	https://arxiv.org/abs/1906.07078v1	PSNR	25.57
16k > Image Super-Resolution	VggFace2 - 8x upscaling	GFRNet	http://arxiv.org/abs/1804.04829v2	PSNR	24.10
16k > Image Super-Resolution	VggFace2 - 8x upscaling	SRGAN	http://arxiv.org/abs/1609.04802v5	PSNR	23.01
16k > Image Super-Resolution	VggFace2 - 8x upscaling	VDSR	http://arxiv.org/abs/1511.04587v2	PSNR	22.50
16k > Image Super-Resolution	VggFace2 - 8x upscaling	CBN	http://arxiv.org/abs/1607.05046v1	PSNR	21.84
16k > 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
16k > 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
16k > Image Super-Resolution	KITTI 2012 - 2x upscaling	PASSRnet	http://arxiv.org/abs/1903.05784v3	PSNR	30.65
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	PSNR	24
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	SSIM	0.6534
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LRPSNR	41.36
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	LPIPS	0.2058
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	DISTS	0.1716
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.8	https://arxiv.org/abs/2201.04898v3	NIQE	5.46
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	PSNR	25.42
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	SSIM	0.7097
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LRPSNR	44.28
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	LPIPS	0.2924
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	DISTS	0.2134
16k > Image Super-Resolution	General100 - 8x upscaling	FxSR-PD t=0.0	https://arxiv.org/abs/2201.04898v3	NIQE	6.09
16k > Image Super-Resolution	PIRM-test	RankSRGAN	https://arxiv.org/abs/1908.06382v2	NIQE	2.51
16k > Image Super-Resolution	PIRM-test	ESRGAN	http://arxiv.org/abs/1809.00219v2	NIQE	2.55
16k > Image Super-Resolution	PIRM-test	SRGAN	http://arxiv.org/abs/1609.04802v5	NIQE	2.71
16k > Image Super-Resolution	B100 - 2x upscaling	ML-CrAIST	https://arxiv.org/abs/2408.09940v1	SSIM	0.9022
16k > Image Super-Resolution	B100 - 2x upscaling	ML-CrAIST-Li	https://arxiv.org/abs/2408.09940v1	PSNR	32.36
16k > Image Super-Resolution	B100 - 2x upscaling	ML-CrAIST-Li	https://arxiv.org/abs/2408.09940v1	SSIM	0.902
16k > Image Super-Resolution	DIV8K test - 16x upscaling	RFB-ESRGAN	https://arxiv.org/abs/2005.12597v1	PSNR	23.38
16k > Image Super-Resolution	DIV8K test - 16x upscaling	RFB-ESRGAN	https://arxiv.org/abs/2005.12597v1	LPIPS	0.348
16k > Image Super-Resolution	Manga109 - 4x upscaling	Hi-IR-L	https://arxiv.org/abs/2411.18588v1	PSNR	33.13
16k > Image Super-Resolution	Manga109 - 4x upscaling	Hi-IR-L	https://arxiv.org/abs/2411.18588v1	SSIM	0.9366
16k > Image Super-Resolution	Manga109 - 4x upscaling	DRCT-L	https://arxiv.org/abs/2404.00722v5	PSNR	33.14
16k > Image Super-Resolution	Manga109 - 4x upscaling	DRCT-L	https://arxiv.org/abs/2404.00722v5	SSIM	0.9347
16k > Image Super-Resolution	Manga109 - 4x upscaling	HMA†	https://arxiv.org/abs/2405.05001v1	PSNR	33.19
16k > Image Super-Resolution	Manga109 - 4x upscaling	HMA†	https://arxiv.org/abs/2405.05001v1	SSIM	0.9344
16k > Image Super-Resolution	Manga109 - 4x upscaling	HAT-L	https://arxiv.org/abs/2205.04437v3	PSNR	33.09
16k > Image Super-Resolution	Manga109 - 4x upscaling	HAT-L	https://arxiv.org/abs/2205.04437v3	SSIM	0.9335
16k > Image Super-Resolution	Manga109 - 4x upscaling	DRCT	https://arxiv.org/abs/2404.00722v5	PSNR	32.96
16k > Image Super-Resolution	Manga109 - 4x upscaling	DRCT	https://arxiv.org/abs/2404.00722v5	SSIM	0.9324
16k > Image Super-Resolution	Manga109 - 4x upscaling	HAT	https://arxiv.org/abs/2205.04437v3	PSNR	32.87
16k > Image Super-Resolution	Manga109 - 4x upscaling	HAT	https://arxiv.org/abs/2205.04437v3	SSIM	0.9319
16k > Image Super-Resolution	Manga109 - 4x upscaling	CPAT+	https://arxiv.org/abs/2407.16232v2	PSNR	32.85
16k > Image Super-Resolution	Manga109 - 4x upscaling	CPAT+	https://arxiv.org/abs/2407.16232v2	SSIM	0.9318
16k > Image Super-Resolution	Manga109 - 4x upscaling	SwinFIR	https://arxiv.org/abs/2208.11247v3	PSNR	32.83
16k > Image Super-Resolution	Manga109 - 4x upscaling	SwinFIR	https://arxiv.org/abs/2208.11247v3	SSIM	0.9314
16k > Image Super-Resolution	Manga109 - 4x upscaling	PFT	https://arxiv.org/abs/2503.20337v1	PSNR	32.63
16k > Image Super-Resolution	Manga109 - 4x upscaling	PFT	https://arxiv.org/abs/2503.20337v1	SSIM	0.9306
16k > Image Super-Resolution	Manga109 - 4x upscaling	RGT+	https://arxiv.org/abs/2303.06373v4	PSNR	32.68

16k > Image Super-Resolution

DIV2K val - 4x upscaling

LIIF

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

SSIM

0.89

16k > Image Super-Resolution

DIV2K val - 4x upscaling

PixelRL-SR

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

PSNR

28.08

16k > Image Super-Resolution

DIV2K val - 4x upscaling

PixelRL-SR

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

SSIM

0.8140

16k > Image Super-Resolution

DIV2K val - 4x upscaling

IDM

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

PSNR

27.59

16k > Image Super-Resolution

DIV2K val - 4x upscaling

IDM

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

SSIM

0.78

16k > Image Super-Resolution

DIV2K val - 4x upscaling

LAR-SR

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

PSNR

27.03

16k > Image Super-Resolution

DIV2K val - 4x upscaling

LAR-SR

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

SSIM

0.77

16k > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow

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

PSNR

27.02

16k > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow

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

SSIM

0.76

16k > Image Super-Resolution

DIV2K val - 4x upscaling

Bicubic

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

PSNR

26.7

16k > Image Super-Resolution

DIV2K val - 4x upscaling

Bicubic

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

SSIM

0.77

16k > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow++

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

PSNR

26.61

16k > Image Super-Resolution

DIV2K val - 4x upscaling

HCFlow++

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

SSIM

0.74

16k > Image Super-Resolution

DIV2K val - 4x upscaling

RankSRGAN

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

PSNR

26.55

16k > Image Super-Resolution

DIV2K val - 4x upscaling

RankSRGAN

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

SSIM

0.75

16k > Image Super-Resolution

DIV2K val - 4x upscaling

ESRGAN

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

PSNR

26.22

16k > Image Super-Resolution

DIV2K val - 4x upscaling

ESRGAN

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

SSIM

0.75

16k > Image Super-Resolution