task_path
stringlengths 3
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⌀ | dataset
stringlengths 1
128
⌀ | model_name
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⌀ | metric_name
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⌀ | metric_value
stringlengths 1
9.22k
⌀ |
|---|---|---|---|---|---|
Blind Image Deblurring > Deblurring
|
REDS
|
VRT
|
https://arxiv.org/abs/2201.12288v2
|
Average PSNR
|
36.79
|
Blind Image Deblurring > Deblurring
|
REDS
|
EDVR_Deblur
|
https://arxiv.org/abs/1905.02716v1
|
Average PSNR
|
34.80
|
Blind Image Deblurring > Deblurring
|
REDS
|
DeblurGAN
|
http://arxiv.org/abs/1711.07064v4
|
Average PSNR
|
24.09
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
AdaRevD
|
https://arxiv.org/abs/2406.09135v1
|
PSNR (sRGB)
|
36.53
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
AdaRevD
|
https://arxiv.org/abs/2406.09135v1
|
SSIM (sRGB)
|
0.957
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
ALGNet
|
https://arxiv.org/abs/2403.20106v2
|
PSNR (sRGB)
|
36.35
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
ALGNet
|
https://arxiv.org/abs/2403.20106v2
|
SSIM (sRGB)
|
0.961
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
PSNR (sRGB)
|
36.22
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
SSIM (sRGB)
|
0.957
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
PSNR (sRGB)
|
36.19
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
SSIM (sRGB)
|
0.957
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
DeepRFT
|
https://arxiv.org/abs/2111.11745v2
|
PSNR (sRGB)
|
36.11
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
DeepRFT
|
https://arxiv.org/abs/2111.11745v2
|
SSIM (sRGB)
|
0.955
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
DeblurDiNAT-L
|
https://arxiv.org/abs/2403.13163v5
|
PSNR (sRGB)
|
36.09
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
DeblurDiNAT-L
|
https://arxiv.org/abs/2403.13163v5
|
SSIM (sRGB)
|
0.955
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
LaKDNet
|
https://arxiv.org/abs/2302.02234v1
|
PSNR (sRGB)
|
36.08
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
LaKDNet
|
https://arxiv.org/abs/2302.02234v1
|
SSIM (sRGB)
|
0.955
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
PSNR (sRGB)
|
35.99
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
SSIM (sRGB)
|
0.952
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
MSSNet
|
https://arxiv.org/abs/2202.09652v3
|
PSNR (sRGB)
|
35.93
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
MSSNet
|
https://arxiv.org/abs/2202.09652v3
|
SSIM (sRGB)
|
0.953
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
MAXIM
|
https://arxiv.org/abs/2201.02973v2
|
PSNR (sRGB)
|
35.78
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Pan et al
|
http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html
|
PSNR (sRGB)
|
34.01
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Pan et al
|
http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html
|
SSIM (sRGB)
|
0.916
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Hu et al
|
http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html
|
PSNR (sRGB)
|
33.67
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Hu et al
|
http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html
|
SSIM (sRGB)
|
0.916
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
DMPHN
|
http://arxiv.org/abs/1904.03468v1
|
SSIM (sRGB)
|
0.948
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
SRN
|
http://arxiv.org/abs/1802.01770v1
|
SSIM (sRGB)
|
0.947
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Zhang et al
|
http://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_Dynamic_Scene_Deblurring_CVPR_2018_paper.html
|
SSIM (sRGB)
|
0.947
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
DeblurGAN-v2
|
https://arxiv.org/abs/1908.03826v1
|
SSIM (sRGB)
|
0.944
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Xu et al
|
http://openaccess.thecvf.com/content_cvpr_2013/html/Xu_Unnatural_L0_Sparse_2013_CVPR_paper.html
|
SSIM (sRGB)
|
0.937
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
DeblurGAN
|
http://arxiv.org/abs/1711.07064v4
|
SSIM (sRGB)
|
0.903
|
Blind Image Deblurring > Deblurring
|
RealBlur-R (trained on GoPro)
|
Nah et al
|
http://arxiv.org/abs/1612.02177v2
|
SSIM (sRGB)
|
0.841
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
NAFNet (REDS)
|
https://arxiv.org/abs/2204.04676v4
|
SSIM
|
0.95035
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
NAFNet (REDS)
|
https://arxiv.org/abs/2204.04676v4
|
PSNR
|
30.54803
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
NAFNet (REDS)
|
https://arxiv.org/abs/2204.04676v4
|
VMAF
|
66.85941
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
NAFNet (REDS)
|
https://arxiv.org/abs/2204.04676v4
|
LPIPS
|
0.08561
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
NAFNet (REDS)
|
https://arxiv.org/abs/2204.04676v4
|
ERQAv2.0
|
0.74508
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
NAFNet (REDS)
|
https://arxiv.org/abs/2204.04676v4
|
Subjective
|
2.8405
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (GoPro)
|
https://arxiv.org/abs/2201.12288v2
|
SSIM
|
0.94503
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (GoPro)
|
https://arxiv.org/abs/2201.12288v2
|
PSNR
|
31.42945
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (GoPro)
|
https://arxiv.org/abs/2201.12288v2
|
VMAF
|
66.72253
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (GoPro)
|
https://arxiv.org/abs/2201.12288v2
|
LPIPS
|
0.08165
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (GoPro)
|
https://arxiv.org/abs/2201.12288v2
|
ERQAv2.0
|
0.74874
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (GoPro)
|
https://arxiv.org/abs/2201.12288v2
|
Subjective
|
2.3854
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (REDS)
|
https://arxiv.org/abs/2201.12288v2
|
SSIM
|
0.94601
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (REDS)
|
https://arxiv.org/abs/2201.12288v2
|
PSNR
|
30.97878
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (REDS)
|
https://arxiv.org/abs/2201.12288v2
|
VMAF
|
66.81782
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (REDS)
|
https://arxiv.org/abs/2201.12288v2
|
LPIPS
|
0.08248
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (REDS)
|
https://arxiv.org/abs/2201.12288v2
|
ERQAv2.0
|
0.75056
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
VRT (REDS)
|
https://arxiv.org/abs/2201.12288v2
|
Subjective
|
1.5660
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
DeblurGAN Inception
|
https://arxiv.org/abs/1908.03826v1
|
Subjective
|
1.0375
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (REDS)
|
https://arxiv.org/abs/2201.02973v2
|
SSIM
|
0.94959
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (REDS)
|
https://arxiv.org/abs/2201.02973v2
|
VMAF
|
67.3502
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (REDS)
|
https://arxiv.org/abs/2201.02973v2
|
LPIPS
|
0.07836
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (REDS)
|
https://arxiv.org/abs/2201.02973v2
|
ERQAv2.0
|
0.74277
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (REDS)
|
https://arxiv.org/abs/2201.02973v2
|
Subjective
|
1.0081
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (GoPro)
|
https://arxiv.org/abs/2111.11745v2
|
SSIM
|
0.94484
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (GoPro)
|
https://arxiv.org/abs/2111.11745v2
|
PSNR
|
31.57612
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (GoPro)
|
https://arxiv.org/abs/2111.11745v2
|
VMAF
|
66.55057
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (GoPro)
|
https://arxiv.org/abs/2111.11745v2
|
LPIPS
|
0.08326
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (GoPro)
|
https://arxiv.org/abs/2111.11745v2
|
ERQAv2.0
|
0.74323
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (GoPro)
|
https://arxiv.org/abs/2111.11745v2
|
Subjective
|
0.5354
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (REDS)
|
https://arxiv.org/abs/2111.11745v2
|
SSIM
|
0.94479
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (REDS)
|
https://arxiv.org/abs/2111.11745v2
|
PSNR
|
31.32349
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (REDS)
|
https://arxiv.org/abs/2111.11745v2
|
VMAF
|
66.46811
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (REDS)
|
https://arxiv.org/abs/2111.11745v2
|
LPIPS
|
0.08139
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (REDS)
|
https://arxiv.org/abs/2111.11745v2
|
ERQAv2.0
|
0.74339
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Deeprft (REDS)
|
https://arxiv.org/abs/2111.11745v2
|
Subjective
|
0.4622
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MPR local
|
https://arxiv.org/abs/2112.04491v4
|
SSIM
|
0.94542
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MPR local
|
https://arxiv.org/abs/2112.04491v4
|
PSNR
|
31.65037
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MPR local
|
https://arxiv.org/abs/2112.04491v4
|
VMAF
|
67.01788
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MPR local
|
https://arxiv.org/abs/2112.04491v4
|
LPIPS
|
0.08323
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MPR local
|
https://arxiv.org/abs/2112.04491v4
|
ERQAv2.0
|
0.74521
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MPR local
|
https://arxiv.org/abs/2112.04491v4
|
Subjective
|
0.4407
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (GoPro)
|
https://arxiv.org/abs/2201.02973v2
|
SSIM
|
0.94386
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (GoPro)
|
https://arxiv.org/abs/2201.02973v2
|
PSNR
|
31.36344
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (GoPro)
|
https://arxiv.org/abs/2201.02973v2
|
VMAF
|
67.7557
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (GoPro)
|
https://arxiv.org/abs/2201.02973v2
|
LPIPS
|
0.09188
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
MAXIM (GoPro)
|
https://arxiv.org/abs/2201.02973v2
|
Subjective
|
0.2070
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer local
|
https://arxiv.org/abs/2111.09881v2
|
SSIM
|
0.94217
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer local
|
https://arxiv.org/abs/2111.09881v2
|
PSNR
|
31.12341
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer local
|
https://arxiv.org/abs/2111.09881v2
|
VMAF
|
65.25911
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer local
|
https://arxiv.org/abs/2111.09881v2
|
LPIPS
|
0.08251
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer local
|
https://arxiv.org/abs/2111.09881v2
|
ERQAv2.0
|
0.73875
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer local
|
https://arxiv.org/abs/2111.09881v2
|
Subjective
|
0.1231
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
SSIM
|
0.94632
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
PSNR
|
31.76111
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
VMAF
|
66.3964
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
LPIPS
|
0.08239
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
ERQAv2.0
|
0.74776
|
Blind Image Deblurring > Deblurring
|
MSU BASED
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
Subjective
|
0.1175
|
Blind Image Deblurring > Deblurring
|
HIDE
|
MAXIM-3S
|
https://arxiv.org/abs/2201.02973v2
|
PSNR
|
32.83
|
Blind Image Deblurring > Deblurring
|
Beam-Splitter Deblurring (BSD)
|
Turtle
|
https://arxiv.org/abs/2410.03936v2
|
PSNR
|
33.58
|
Blind Image Deblurring > Deblurring
|
Beam-Splitter Deblurring (BSD)
|
CDVD-TSP
|
https://arxiv.org/abs/2004.02501v1
|
PSNR
|
31.58
|
Blind Image Deblurring > Deblurring
|
Beam-Splitter Deblurring (BSD)
|
ESTRNN
|
https://arxiv.org/abs/2106.16028v2
|
PSNR
|
31.39
|
Blind Image Deblurring > Deblurring
|
Beam-Splitter Deblurring (BSD)
|
PVDNet
|
https://arxiv.org/abs/2108.09982v1
|
PSNR
|
31.35
|
Blind Image Deblurring > Deblurring
|
Beam-Splitter Deblurring (BSD)
|
DBN
|
http://openaccess.thecvf.com/content_cvpr_2017/html/Su_Deep_Video_Deblurring_CVPR_2017_paper.html
|
PSNR
|
31.21
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
AdaRevD
|
https://arxiv.org/abs/2406.09135v1
|
PSNR (sRGB)
|
30.12
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
AdaRevD
|
https://arxiv.org/abs/2406.09135v1
|
SSIM (sRGB)
|
0.894
|
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