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
BSD100 - 2x upscaling
CPAT+
https://arxiv.org/abs/2407.16232v2
PSNR
32.66
16k > Image Super-Resolution
BSD100 - 2x upscaling
CPAT+
https://arxiv.org/abs/2407.16232v2
SSIM
0.9058
16k > Image Super-Resolution
BSD100 - 2x upscaling
CPAT
https://arxiv.org/abs/2407.16232v2
PSNR
32.64
16k > Image Super-Resolution
BSD100 - 2x upscaling
CPAT
https://arxiv.org/abs/2407.16232v2
SSIM
0.9056
16k > Image Super-Resolution
BSD100 - 2x upscaling
SwinFIR
https://arxiv.org/abs/2208.11247v3
PSNR
32.64
16k > Image Super-Resolution
BSD100 - 2x upscaling
SwinFIR
https://arxiv.org/abs/2208.11247v3
SSIM
0.9054
16k > Image Super-Resolution
BSD100 - 2x upscaling
IPT
https://arxiv.org/abs/2012.00364v4
PSNR
32.48
16k > Image Super-Resolution
BSD100 - 2x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
PSNR
32.47
16k > Image Super-Resolution
BSD100 - 2x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
SSIM
0.9032
16k > Image Super-Resolution
BSD100 - 2x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
PSNR
32.45
16k > Image Super-Resolution
BSD100 - 2x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
SSIM
0.8431
16k > Image Super-Resolution
BSD100 - 2x upscaling
LTE
https://arxiv.org/abs/2111.08918v6
PSNR
32.44
16k > Image Super-Resolution
BSD100 - 2x upscaling
CSNLN
https://arxiv.org/abs/2006.01424v1
PSNR
32.4
16k > Image Super-Resolution
BSD100 - 2x upscaling
CSNLN
https://arxiv.org/abs/2006.01424v1
SSIM
0.9024
16k > Image Super-Resolution
BSD100 - 2x upscaling
SwinOIR
https://arxiv.org/abs/2303.09190v2
PSNR
32.34
16k > Image Super-Resolution
BSD100 - 2x upscaling
SwinOIR
https://arxiv.org/abs/2303.09190v2
SSIM
0.9022
16k > Image Super-Resolution
BSD100 - 2x upscaling
HBPN
https://arxiv.org/abs/1906.06874v2
PSNR
32.33
16k > Image Super-Resolution
BSD100 - 2x upscaling
HBPN
https://arxiv.org/abs/1906.06874v2
SSIM
0.902
16k > Image Super-Resolution
BSD100 - 2x upscaling
SRFBN
https://arxiv.org/abs/1903.09814v2
PSNR
32.29
16k > Image Super-Resolution
BSD100 - 2x upscaling
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
32.23
16k > Image Super-Resolution
BSD100 - 2x upscaling
IMDN
https://arxiv.org/abs/1909.11856v1
PSNR
32.19
16k > Image Super-Resolution
BSD100 - 2x upscaling
FALSR-A
https://arxiv.org/abs/1901.07261v3
PSNR
32.12
16k > Image Super-Resolution
BSD100 - 2x upscaling
CARN [[Ahn et al.2018]]
http://arxiv.org/abs/1803.08664v5
PSNR
32.09
16k > Image Super-Resolution
BSD100 - 2x upscaling
RED30
http://arxiv.org/abs/1606.08921v3
PSNR
31.99
16k > Image Super-Resolution
BSD100 - 2x upscaling
RED30
http://arxiv.org/abs/1606.08921v3
SSIM
0.8974
16k > Image Super-Resolution
BSD100 - 2x upscaling
LFFN-S
http://arxiv.org/abs/1902.05694v2
PSNR
31.96
16k > Image Super-Resolution
BSD100 - 2x upscaling
DnCNN-3
http://arxiv.org/abs/1608.03981v1
PSNR
31.9
16k > Image Super-Resolution
BSD100 - 2x upscaling
RC-Net
https://arxiv.org/abs/1910.08853v1
PSNR
31.86
16k > Image Super-Resolution
BSD100 - 2x upscaling
DRCN [[Kim et al.2016b]]
http://arxiv.org/abs/1511.04491v2
PSNR
31.85
16k > Image Super-Resolution
BSD100 - 2x upscaling
FSRCNN [[Dong et al.2016]]
http://arxiv.org/abs/1608.00367v1
PSNR
31.53
16k > Image Super-Resolution
3x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
#params (K)
1268
16k > Image Super-Resolution
3x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
FLOPs(G)
84.1
16k > Image Super-Resolution
3x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
#params (K)
749
16k > Image Super-Resolution
3x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
FLOPs(G)
49.6
16k > Image Super-Resolution
KITTI 2012 - 4x upscaling
PASSRnet
http://arxiv.org/abs/1903.05784v3
PSNR
26.26
16k > Image Super-Resolution
ShipSpotting
StableShip
https://arxiv.org/abs/2403.18370v2
Frechet Inception Distance
11.72
16k > Image Super-Resolution
CUFED5 - 4x upscaling
Extracter-rec
https://arxiv.org/abs/2310.01379v1
PSNR
27.29
16k > Image Super-Resolution
CUFED5 - 4x upscaling
Extracter-rec
https://arxiv.org/abs/2310.01379v1
SSIM
0.811
16k > Image Super-Resolution
CUFED5 - 4x upscaling
SRNTT-l2
http://arxiv.org/abs/1903.00834v2
PSNR
26.24
16k > Image Super-Resolution
WebFace - 8x upscaling
GFRNet
http://arxiv.org/abs/1804.04829v2
PSNR
27.21
16k > Image Super-Resolution
WebFace - 8x upscaling
Full-GWAInet
https://arxiv.org/abs/1906.07078v1
PSNR
27.11
16k > Image Super-Resolution
WebFace - 8x upscaling
SRGAN
http://arxiv.org/abs/1609.04802v5
PSNR
24.49
16k > Image Super-Resolution
WebFace - 8x upscaling
VDSR
http://arxiv.org/abs/1511.04587v2
PSNR
23.65
16k > Image Super-Resolution
WebFace - 8x upscaling
CBN
http://arxiv.org/abs/1607.05046v1
PSNR
23.10
16k > Image Super-Resolution
WebFace - 8x upscaling
WaveletSR
http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html
PSNR
21.63
16k > Image Super-Resolution
WebFace - 8x upscaling
TDAE
http://openaccess.thecvf.com/content_cvpr_2017/html/Yu_Hallucinating_Very_Low-Resolution_CVPR_2017_paper.html
PSNR
20.24
16k > Image Super-Resolution
Set14 - 3x upscaling
Hi-IR-L
https://arxiv.org/abs/2411.18588v1
PSNR
31.55
16k > Image Super-Resolution
Set14 - 3x upscaling
Hi-IR-L
https://arxiv.org/abs/2411.18588v1
SSIM
0.8616
16k > Image Super-Resolution
Set14 - 3x upscaling
HMA†
https://arxiv.org/abs/2405.05001v1
PSNR
31.47
16k > Image Super-Resolution
Set14 - 3x upscaling
HMA†
https://arxiv.org/abs/2405.05001v1
SSIM
0.8585
16k > Image Super-Resolution
Set14 - 3x upscaling
HAT-L
https://arxiv.org/abs/2205.04437v3
PSNR
31.47
16k > Image Super-Resolution
Set14 - 3x upscaling
HAT-L
https://arxiv.org/abs/2205.04437v3
SSIM
0.8584
16k > Image Super-Resolution
Set14 - 3x upscaling
HAT_FIR
https://arxiv.org/abs/2208.11247v3
PSNR
31.37
16k > Image Super-Resolution
Set14 - 3x upscaling
HAT
https://arxiv.org/abs/2205.04437v3
PSNR
31.33
16k > Image Super-Resolution
Set14 - 3x upscaling
HAT
https://arxiv.org/abs/2205.04437v3
SSIM
0.8576
16k > Image Super-Resolution
Set14 - 3x upscaling
SwinFIR
https://arxiv.org/abs/2208.11247v3
PSNR
31.24
16k > Image Super-Resolution
Set14 - 3x upscaling
SwinFIR
https://arxiv.org/abs/2208.11247v3
SSIM
0.8566
16k > Image Super-Resolution
Set14 - 3x upscaling
CPAT+
https://arxiv.org/abs/2407.16232v2
PSNR
31.19
16k > Image Super-Resolution
Set14 - 3x upscaling
CPAT+
https://arxiv.org/abs/2407.16232v2
SSIM
0.8559
16k > Image Super-Resolution
Set14 - 3x upscaling
CPAT
https://arxiv.org/abs/2407.16232v2
PSNR
31.15
16k > Image Super-Resolution
Set14 - 3x upscaling
CPAT
https://arxiv.org/abs/2407.16232v2
SSIM
0.8557
16k > Image Super-Resolution
Set14 - 3x upscaling
IPT
https://arxiv.org/abs/2012.00364v4
PSNR
30.85
16k > Image Super-Resolution
Set14 - 3x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
PSNR
30.8
16k > Image Super-Resolution
Set14 - 3x upscaling
DRLN+
https://arxiv.org/abs/1906.12021v2
SSIM
0.8498
16k > Image Super-Resolution
Set14 - 3x upscaling
LTE
https://arxiv.org/abs/2111.08918v6
PSNR
30.8
16k > Image Super-Resolution
Set14 - 3x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
PSNR
30.79
16k > Image Super-Resolution
Set14 - 3x upscaling
HAN+
https://arxiv.org/abs/2008.08767v1
SSIM
0.8487
16k > Image Super-Resolution
Set14 - 3x upscaling
CSNLN
https://arxiv.org/abs/2006.01424v1
PSNR
30.66
16k > Image Super-Resolution
Set14 - 3x upscaling
CSNLN
https://arxiv.org/abs/2006.01424v1
SSIM
0.8482
16k > Image Super-Resolution
Set14 - 3x upscaling
SwinOIR
https://arxiv.org/abs/2303.09190v2
PSNR
30.65
16k > Image Super-Resolution
Set14 - 3x upscaling
SwinOIR
https://arxiv.org/abs/2303.09190v2
SSIM
0.8493
16k > Image Super-Resolution
Set14 - 3x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
PSNR
30.39
16k > Image Super-Resolution
Set14 - 3x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
SSIM
0.8488
16k > Image Super-Resolution
Set14 - 3x upscaling
IMDN
https://arxiv.org/abs/1909.11856v1
PSNR
30.32
16k > Image Super-Resolution
Set14 - 3x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
PSNR
30.23
16k > Image Super-Resolution
Set14 - 3x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
SSIM
0.8474
16k > Image Super-Resolution
Set14 - 3x upscaling
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
30.16
16k > Image Super-Resolution
Set14 - 3x upscaling
SRFBN
https://arxiv.org/abs/1903.09814v2
PSNR
30.1
16k > Image Super-Resolution
Set14 - 3x upscaling
LCSCNet
https://arxiv.org/abs/1909.03573v1
PSNR
29.87
16k > Image Super-Resolution
Set14 - 3x upscaling
DnCNN-3
http://arxiv.org/abs/1608.03981v1
PSNR
29.81
16k > Image Super-Resolution
Set14 - 3x upscaling
RED30
http://arxiv.org/abs/1606.08921v3
PSNR
29.61
16k > Image Super-Resolution
Set14 - 3x upscaling
RED30
http://arxiv.org/abs/1606.08921v3
SSIM
0.8341
16k > Image Super-Resolution
Set14 - 3x upscaling
PMRN+
https://arxiv.org/abs/2007.09552v4
PSNR
29.24
16k > Image Super-Resolution
Set14 - 3x upscaling
PMRN+
https://arxiv.org/abs/2007.09552v4
SSIM
0.8087
16k > Image Super-Resolution
Set14 - 3x upscaling
Deep CNN Denoiser
http://arxiv.org/abs/1704.03264v1
PSNR
27.72
16k > Image Super-Resolution
4x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
FLOPs(G)
42.9
16k > Image Super-Resolution
4x upscaling
ML-CrAIST
https://arxiv.org/abs/2408.09940v1
#params (K)
1280
16k > Image Super-Resolution
4x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
FLOPs(G)
25.5
16k > Image Super-Resolution
4x upscaling
ML-CrAIST-Li
https://arxiv.org/abs/2408.09940v1
#params (K)
758
16k > Image Super-Resolution
USR-248 - 4x upscaling
SRDRM-GAN
https://arxiv.org/abs/1909.09437v3
PSNR
24.62
16k > Image Super-Resolution
USR-248 - 4x upscaling
SRDRM-GAN
https://arxiv.org/abs/1909.09437v3
SSIM
0.69
16k > Image Super-Resolution
USR-248 - 4x upscaling
SRDRM-GAN
https://arxiv.org/abs/1909.09437v3
UIQM
2.48
16k > Image Super-Resolution
ImageNet
DAVI
https://arxiv.org/abs/2407.16125v1
PSNR
26.58
16k > Image Super-Resolution
ImageNet
DAVI
https://arxiv.org/abs/2407.16125v1
FID
36.27
16k > Image Super-Resolution
ImageNet
DDNM
https://arxiv.org/abs/2212.00490v2
PSNR
27.46
16k > Image Super-Resolution
ImageNet
DDNM
https://arxiv.org/abs/2212.00490v2
SSIM
0.87
16k > Image Super-Resolution
ImageNet
DDNM
https://arxiv.org/abs/2212.00490v2
FID
39.26
16k > Image Super-Resolution
ImageNet
DDRM
https://arxiv.org/abs/2212.00490v2
PSNR
27.38
16k > Image Super-Resolution
ImageNet
DDRM
https://arxiv.org/abs/2212.00490v2
SSIM
0.869
16k > Image Super-Resolution
ImageNet
DDRM
https://arxiv.org/abs/2212.00490v2
FID
43.15