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
⌀ |
|---|---|---|---|---|---|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
UFPNet
|
http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html
|
PSNR (sRGB)
|
29.87
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
UFPNet
|
http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html
|
SSIM (sRGB)
|
0.884
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
ALGNet
|
https://arxiv.org/abs/2403.20106v2
|
PSNR (sRGB)
|
29.12
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
ALGNet
|
https://arxiv.org/abs/2403.20106v2
|
SSIM (sRGB)
|
0.886
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
PSNR (sRGB)
|
29.06
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
SSIM (sRGB)
|
0.884
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
DeblurDiNAT-L
|
https://arxiv.org/abs/2403.13163v5
|
PSNR (sRGB)
|
28.98
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
DeblurDiNAT-L
|
https://arxiv.org/abs/2403.13163v5
|
SSIM (sRGB)
|
0.885
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
PSNR (sRGB)
|
28.96
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
SSIM (sRGB)
|
0.879
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
DeepRFT+
|
https://arxiv.org/abs/2111.11745v2
|
PSNR (sRGB)
|
28.88
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
DeepRFT+
|
https://arxiv.org/abs/2111.11745v2
|
SSIM (sRGB)
|
0.880
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
MAXIM
|
https://arxiv.org/abs/2201.02973v2
|
PSNR (sRGB)
|
28.83
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
MAXIM
|
https://arxiv.org/abs/2201.02973v2
|
SSIM (sRGB)
|
0.875
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
MSSNet
|
https://arxiv.org/abs/2202.09652v3
|
PSNR (sRGB)
|
28.79
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
MSSNet
|
https://arxiv.org/abs/2202.09652v3
|
SSIM (sRGB)
|
0.879
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
PSNR (sRGB)
|
28.70
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
SSIM (sRGB)
|
0.873
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
DeblurGAN-v2
|
https://arxiv.org/abs/1908.03826v1
|
PSNR (sRGB)
|
28.70
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
DeblurGAN-v2
|
https://arxiv.org/abs/1908.03826v1
|
SSIM (sRGB)
|
0.866
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
SRN
|
http://arxiv.org/abs/1802.01770v1
|
PSNR (sRGB)
|
28.56
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
Pan et al
|
http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html
|
PSNR (sRGB)
|
27.22
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
Pan et al
|
http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html
|
SSIM (sRGB)
|
0.790
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (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)
|
26.41
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (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)
|
0.803
|
Blind Image Deblurring > Deblurring
|
RealBlur-J (trained on GoPro)
|
DeblurGAN
|
http://arxiv.org/abs/1711.07064v4
|
SSIM (sRGB)
|
0.834
|
Blind Image Deblurring > Deblurring
|
Second dialogue state tracking challenge
|
Ours
|
https://arxiv.org/abs/2104.07925v1
|
MAE
|
0.0377
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MAXIM
|
https://arxiv.org/abs/2201.02973v2
|
PSNR (sRGB)
|
32.83
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MAXIM
|
https://arxiv.org/abs/2201.02973v2
|
SSIM (sRGB)
|
0.956
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MAXIM
|
https://arxiv.org/abs/2201.02973v2
|
Params (M)
|
22.2
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
AdaRevD
|
https://arxiv.org/abs/2406.09135v1
|
PSNR (sRGB)
|
32.35
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
AdaRevD
|
https://arxiv.org/abs/2406.09135v1
|
SSIM (sRGB)
|
0.953
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
ID-Blau (FFTformer)
|
https://arxiv.org/abs/2312.10998v2
|
PSNR (sRGB)
|
31.94
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
ID-Blau (FFTformer)
|
https://arxiv.org/abs/2312.10998v2
|
SSIM (sRGB)
|
0.949
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
CAPTNet
|
https://arxiv.org/abs/2309.03063v2
|
PSNR (sRGB)
|
31.86
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
CAPTNet
|
https://arxiv.org/abs/2309.03063v2
|
SSIM (sRGB)
|
0.949
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
LoFormer
|
https://arxiv.org/abs/2407.16993v1
|
PSNR (sRGB)
|
31.86
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
LoFormer
|
https://arxiv.org/abs/2407.16993v1
|
SSIM (sRGB)
|
0.949
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
XYScanNet
|
https://arxiv.org/abs/2412.10338v3
|
PSNR (sRGB)
|
31.74
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
XYScanNet
|
https://arxiv.org/abs/2412.10338v3
|
SSIM (sRGB)
|
0.947
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
ID-Blau (Restormer)
|
https://arxiv.org/abs/2312.10998v2
|
PSNR (sRGB)
|
31.66
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
ID-Blau (Restormer)
|
https://arxiv.org/abs/2312.10998v2
|
SSIM (sRGB)
|
0.947
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DeepRFT+
|
https://arxiv.org/abs/2111.11745v2
|
PSNR (sRGB)
|
31.66
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DeepRFT+
|
https://arxiv.org/abs/2111.11745v2
|
SSIM (sRGB)
|
0.946
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
FFTformer
|
https://arxiv.org/abs/2211.12250v1
|
PSNR (sRGB)
|
31.62
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
FFTformer
|
https://arxiv.org/abs/2211.12250v1
|
SSIM (sRGB)
|
0.9455
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
FFTformer
|
https://arxiv.org/abs/2211.12250v1
|
Params (M)
|
16.6
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
LaKDNet
|
https://arxiv.org/abs/2302.02234v1
|
PSNR (sRGB)
|
31.58
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
LaKDNet
|
https://arxiv.org/abs/2302.02234v1
|
SSIM (sRGB)
|
0.946
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
LaKDNet
|
https://arxiv.org/abs/2302.02234v1
|
Params (M)
|
37.5
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
ID-Blau (Stripformer)
|
https://arxiv.org/abs/2312.10998v2
|
PSNR (sRGB)
|
31.50
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
ID-Blau (Stripformer)
|
https://arxiv.org/abs/2312.10998v2
|
SSIM (sRGB)
|
0.944
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Restormer-TLC
|
https://arxiv.org/abs/2112.04491v4
|
PSNR (sRGB)
|
31.49
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Restormer-TLC
|
https://arxiv.org/abs/2112.04491v4
|
SSIM (sRGB)
|
0.945
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Restormer-TLC
|
https://arxiv.org/abs/2112.04491v4
|
Params (M)
|
26.13
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DeblurDiNAT-L
|
https://arxiv.org/abs/2403.13163v5
|
PSNR (sRGB)
|
31.47
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DeblurDiNAT-L
|
https://arxiv.org/abs/2403.13163v5
|
SSIM (sRGB)
|
0.944
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DeblurDiNAT-L
|
https://arxiv.org/abs/2403.13163v5
|
Params (M)
|
16.1
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
PSNR (sRGB)
|
31.22
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
SSIM (sRGB)
|
0.942
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
Params (M)
|
26.13
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MPRNet-TLC
|
https://arxiv.org/abs/2112.04491v4
|
PSNR (sRGB)
|
31.19
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MPRNet-TLC
|
https://arxiv.org/abs/2112.04491v4
|
SSIM (sRGB)
|
0.942
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MPRNet-TLC
|
https://arxiv.org/abs/2112.04491v4
|
Params (M)
|
20.1
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Stripformer
|
https://arxiv.org/abs/2204.04627v2
|
PSNR (sRGB)
|
31.03
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Stripformer
|
https://arxiv.org/abs/2204.04627v2
|
SSIM (sRGB)
|
0.94
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
PSNR (sRGB)
|
30.96
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
SSIM (sRGB)
|
0.939
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
Params (M)
|
20.1
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
PSNR (sRGB)
|
30.83
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
SSIM (sRGB)
|
0.952
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
Params (M)
|
50.88
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
BANet
|
https://arxiv.org/abs/2101.07518v4
|
PSNR (sRGB)
|
30.16
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
BANet
|
https://arxiv.org/abs/2101.07518v4
|
SSIM (sRGB)
|
0.93
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Suin et al
| null |
PSNR (sRGB)
|
29.98
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Suin et al
| null |
SSIM (sRGB)
|
0.930
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MT-RNN
|
https://arxiv.org/abs/1911.07410v1
|
PSNR (sRGB)
|
29.15
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MT-RNN
|
https://arxiv.org/abs/1911.07410v1
|
SSIM (sRGB)
|
0.918
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
MT-RNN
|
https://arxiv.org/abs/1911.07410v1
|
Params (M)
|
2.6
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Gao et al
| null |
PSNR (sRGB)
|
29.11
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Gao et al
| null |
SSIM (sRGB)
|
0.913
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DMPHN
|
http://arxiv.org/abs/1904.03468v1
|
PSNR (sRGB)
|
29.09
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DMPHN
|
http://arxiv.org/abs/1904.03468v1
|
SSIM (sRGB)
|
0.924
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DMPHN
|
http://arxiv.org/abs/1904.03468v1
|
Params (M)
|
7.23
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DBGAN
|
https://arxiv.org/abs/2004.01860v2
|
PSNR (sRGB)
|
28.94
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
DBGAN
|
https://arxiv.org/abs/2004.01860v2
|
SSIM (sRGB)
|
0.915
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
SRN
|
http://arxiv.org/abs/1802.01770v1
|
PSNR (sRGB)
|
28.36
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
SRN
|
http://arxiv.org/abs/1802.01770v1
|
SSIM (sRGB)
|
0.915
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
SRN
|
http://arxiv.org/abs/1802.01770v1
|
Params (M)
|
8.06
|
Blind Image Deblurring > Deblurring
|
HIDE (trained on GOPRO)
|
Nah et al
|
http://arxiv.org/abs/1612.02177v2
|
PSNR (sRGB)
|
25.73
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
MLWNet
|
https://arxiv.org/abs/2401.00027v2
|
Average PSNR
|
34.94
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
MLWNet
|
https://arxiv.org/abs/2401.00027v2
|
SSIM
|
0.880
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
SegDeblur
|
https://arxiv.org/abs/2404.12168v1
|
Average PSNR
|
34.63
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
SFNet
|
https://openreview.net/forum?id=tyZ1ChGZIKO
|
Average PSNR
|
34.35
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
FSNet
|
https://ieeexplore.ieee.org/document/10310164
|
Average PSNR
|
34.31
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
IRNext
|
https://openreview.net/forum?id=MZkbgahv4a
|
Average PSNR
|
34.08
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
ConvIR
|
https://ieeexplore.ieee.org/abstract/document/10571568
|
Average PSNR
|
34.06
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
Uformer-B
|
https://arxiv.org/abs/2106.03106v2
|
Average PSNR
|
33.98
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
Restormer
|
https://arxiv.org/abs/2111.09881v2
|
Average PSNR
|
33.69
|
Blind Image Deblurring > Deblurring
|
RSBlur
|
MPRNet
|
https://arxiv.org/abs/2102.02808v2
|
Average PSNR
|
33.61
|
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