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9.22k
Super-Resolution > Image Super-Resolution
IXI
T2Net
https://arxiv.org/abs/2106.06742v3
PSNR 4x T2w
28.66
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
DBPN-RES-MR64-3
https://arxiv.org/abs/1904.05677v2
PSNR
25.71
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
DBPN-RES-MR64-3
https://arxiv.org/abs/1904.05677v2
SSIM
0.813
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
PSNR
25.55
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
SSIM
0.8087
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
PSNR
25.54
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
SSIM
0.8080
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
ABPN
https://arxiv.org/abs/1910.04476v1
PSNR
25.29
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
ABPN
https://arxiv.org/abs/1910.04476v1
SSIM
0.802
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
HBPN
https://arxiv.org/abs/1906.06874v2
PSNR
25.24
Super-Resolution > Image Super-Resolution
Manga109 - 8x upscaling
HBPN
https://arxiv.org/abs/1906.06874v2
SSIM
0.802
Super-Resolution > Image Super-Resolution
BSDS100 - 2x upscaling
DBPN-RES-MR64-3
https://arxiv.org/abs/1904.05677v2
PSNR
32.31
Super-Resolution > Image Super-Resolution
BSDS100 - 2x upscaling
DBPN-RES-MR64-3
https://arxiv.org/abs/1904.05677v2
SSIM
0.901
Super-Resolution > Image Super-Resolution
BSDS100 - 2x upscaling
SPBP-L+
https://arxiv.org/abs/2008.01116v1
PSNR
32.21
Super-Resolution > Image Super-Resolution
BSDS100 - 2x upscaling
SPBP-L+
https://arxiv.org/abs/2008.01116v1
SSIM
0.9001
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HMA†
https://arxiv.org/abs/2405.05001v1
PSNR
35.35
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HMA†
https://arxiv.org/abs/2405.05001v1
SSIM
0.9347
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
DRCT-L
https://arxiv.org/abs/2404.00722v5
PSNR
35.32
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
DRCT-L
https://arxiv.org/abs/2404.00722v5
SSIM
0.9348
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HAT-L
https://arxiv.org/abs/2205.04437v3
PSNR
35.28
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HAT-L
https://arxiv.org/abs/2205.04437v3
SSIM
0.9345
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HAT_FIR
https://arxiv.org/abs/2208.11247v3
PSNR
35.21
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
Hi-IR-L
https://arxiv.org/abs/2411.18588v1
PSNR
35.2
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
Hi-IR-L
https://arxiv.org/abs/2411.18588v1
SSIM
0.938
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
CPAT+
https://arxiv.org/abs/2407.16232v2
PSNR
35.19
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
CPAT+
https://arxiv.org/abs/2407.16232v2
SSIM
0.9335
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
DRCT
https://arxiv.org/abs/2404.00722v5
PSNR
35.18
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
DRCT
https://arxiv.org/abs/2404.00722v5
SSIM
0.9338
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HAT
https://arxiv.org/abs/2205.04437v3
PSNR
35.16
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HAT
https://arxiv.org/abs/2205.04437v3
SSIM
0.9335
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
CPAT
https://arxiv.org/abs/2407.16232v2
PSNR
35.16
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
CPAT
https://arxiv.org/abs/2407.16232v2
SSIM
0.9334
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
SwinFIR
https://arxiv.org/abs/2208.11247v3
PSNR
35.15
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
SwinFIR
https://arxiv.org/abs/2208.11247v3
SSIM
0.9330
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
EDT-B
https://arxiv.org/abs/2112.10175v2
PSNR
35.13
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
EDT-B
https://arxiv.org/abs/2112.10175v2
SSIM
0.9328
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
LTE
https://arxiv.org/abs/2111.08918v6
PSNR
34.89
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
PSNR
34.86
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
SSIM
0.9307
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
PSNR
34.85
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
SSIM
0.9300
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
CSNLN
https://arxiv.org/abs/2006.01424v1
PSNR
34.74
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
CSNLN
https://arxiv.org/abs/2006.01424v1
SSIM
0.9300
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
FACD
https://arxiv.org/abs/2211.15951v2
PSNR
34.729
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
PSNR
34.7
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
SSIM
0.9302
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
SRFBN
https://arxiv.org/abs/1903.09814v2
PSNR
34.70
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
SwinOIR
https://arxiv.org/abs/2303.09190v2
PSNR
34.69
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
SwinOIR
https://arxiv.org/abs/2303.09190v2
SSIM
0.9296
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
PMRN+
https://arxiv.org/abs/2007.09552v4
PSNR
34.65
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
PMRN+
https://arxiv.org/abs/2007.09552v4
SSIM
0.9289
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
PSNR
34.58
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
SSIM
0.9294
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
IMDN
https://arxiv.org/abs/1909.11856v1
PSNR
34.36
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
AdaFM-Net
https://arxiv.org/abs/1904.08118v3
PSNR
34.34
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
34.17
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
LFFN-S
http://arxiv.org/abs/1902.05694v2
PSNR
34.04
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
LFFN-S
http://arxiv.org/abs/1902.05694v2
SSIM
0.9233
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
LCSCNet
https://arxiv.org/abs/1909.03573v1
PSNR
33.99
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
N3Net
http://arxiv.org/abs/1810.12575v1
PSNR
33.84
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
RED30
http://arxiv.org/abs/1606.08921v3
PSNR
33.82
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
RED30
http://arxiv.org/abs/1606.08921v3
SSIM
0.923
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
DnCNN-3
http://arxiv.org/abs/1608.03981v1
PSNR
33.75
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
RC-Net
https://arxiv.org/abs/1910.08853v1
PSNR
33.43
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
Deep CNN Denoiser
http://arxiv.org/abs/1704.03264v1
PSNR
31.26
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HyperRes
https://arxiv.org/abs/2206.05970v3
PSNR
29.77
Super-Resolution > Image Super-Resolution
Set5 - 3x upscaling
HyperRes
https://arxiv.org/abs/2206.05970v3
SSIM
0.84
Super-Resolution > Image Super-Resolution
KITTI 2015 - 2x upscaling
PASSRnet
http://arxiv.org/abs/1903.05784v3
PSNR
29.78
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.8
https://arxiv.org/abs/2201.04898v3
PSNR
23.56
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.8
https://arxiv.org/abs/2201.04898v3
SSIM
0.6241
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.8
https://arxiv.org/abs/2201.04898v3
LRPSNR
42.66
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.8
https://arxiv.org/abs/2201.04898v3
LPIPS
0.2403
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.8
https://arxiv.org/abs/2201.04898v3
NIQE
3.61
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.8
https://arxiv.org/abs/2201.04898v3
DISTS
0.119
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.0
https://arxiv.org/abs/2201.04898v3
PSNR
25.6
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.0
https://arxiv.org/abs/2201.04898v3
SSIM
0.6989
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.0
https://arxiv.org/abs/2201.04898v3
LRPSNR
46.96
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.0
https://arxiv.org/abs/2201.04898v3
LPIPS
0.3857
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.0
https://arxiv.org/abs/2201.04898v3
NIQE
4.41
Super-Resolution > Image Super-Resolution
DIV2K val - 8x upscaling
FxSR-PD t=0.0
https://arxiv.org/abs/2201.04898v3
DISTS
0.1953
Super-Resolution > Image Super-Resolution
2x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
#params (K)
1259
Super-Resolution > Image Super-Resolution
2x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
FLOPs(G)
165.7
Super-Resolution > Image Super-Resolution
2x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
#params (K)
743
Super-Resolution > Image Super-Resolution
2x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
FLOPs(G)
97.2
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
PSNR
30.824
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
SSIM
0.838
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
MS-SSIM
0.971
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
LLE
2.071
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
FED
0.0716
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
FID
1.898
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
LPIPS
0.0723
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
https://arxiv.org/abs/2005.05005v2
NIQE
6.961
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
UNET++
null
PSNR
30.465
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
UNET++
null
SSIM
0.859
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
UNET++
null
MS-SSIM
0.976
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
EDSR
http://arxiv.org/abs/1707.02921v1
PSNR
30.188
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
EDSR
http://arxiv.org/abs/1707.02921v1
SSIM
0.824
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
EDSR
http://arxiv.org/abs/1707.02921v1
MS-SSIM
0.961
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
EDSR
http://arxiv.org/abs/1707.02921v1
LLE
2.003
Super-Resolution > Image Super-Resolution
FFHQ 512 x 512 - 4x upscaling
EDSR
http://arxiv.org/abs/1707.02921v1
FED
0.0843