task_path
stringlengths
3
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dataset
stringlengths
1
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model_name
stringlengths
1
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21
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9.22k
16k > Image Deblurring
GoPro
M3SNet
https://arxiv.org/abs/2305.05146v1
PSNR
33.74
16k > Image Deblurring
GoPro
M3SNet
https://arxiv.org/abs/2305.05146v1
SSIM
0.967
16k > Image Deblurring
GoPro
CAPTNet
https://arxiv.org/abs/2309.03063v2
PSNR
33.74
16k > Image Deblurring
GoPro
CAPTNet
https://arxiv.org/abs/2309.03063v2
SSIM
0.967
16k > Image Deblurring
GoPro
LAKDNet
https://arxiv.org/abs/2302.02234v1
PSNR
33.72
16k > Image Deblurring
GoPro
LAKDNet
https://arxiv.org/abs/2302.02234v1
SSIM
0.967
16k > Image Deblurring
GoPro
LAKDNet
https://arxiv.org/abs/2302.02234v1
Params (M)
37.5
16k > Image Deblurring
GoPro
NAFNet - TLC
https://arxiv.org/abs/2204.04676v4
PSNR
33.69
16k > Image Deblurring
GoPro
NAFNet - TLC
https://arxiv.org/abs/2204.04676v4
SSIM
0.967
16k > Image Deblurring
GoPro
NAFNet - TLC
https://arxiv.org/abs/2204.04676v4
Params (M)
67.89
16k > Image Deblurring
GoPro
MaIR
https://arxiv.org/abs/2412.20066v1
PSNR
33.69
16k > Image Deblurring
GoPro
Restormer-TLC
https://arxiv.org/abs/2112.04491v4
PSNR
33.57
16k > Image Deblurring
GoPro
Restormer-TLC
https://arxiv.org/abs/2112.04491v4
SSIM
0.966
16k > Image Deblurring
GoPro
Restormer-TLC
https://arxiv.org/abs/2112.04491v4
Params (M)
26.13
16k > Image Deblurring
GoPro
DeepRFT+
https://arxiv.org/abs/2111.11745v2
PSNR
33.52
16k > Image Deblurring
GoPro
DeepRFT+
https://arxiv.org/abs/2111.11745v2
SSIM
0.965
16k > Image Deblurring
GoPro
MPRNet-TLC
https://arxiv.org/abs/2112.04491v4
PSNR
33.31
16k > Image Deblurring
GoPro
MPRNet-TLC
https://arxiv.org/abs/2112.04491v4
SSIM
0.964
16k > Image Deblurring
GoPro
MPRNet-TLC
https://arxiv.org/abs/2112.04491v4
Params (M)
20.1
16k > Image Deblurring
GoPro
FSNet
https://ieeexplore.ieee.org/document/10310164
PSNR
33.29
16k > Image Deblurring
GoPro
FSNet
https://ieeexplore.ieee.org/document/10310164
SSIM
0.963
16k > Image Deblurring
GoPro
MSDI-Net
https://arxiv.org/abs/2208.05244v1
PSNR
33.28
16k > Image Deblurring
GoPro
MSDI-Net
https://arxiv.org/abs/2208.05244v1
SSIM
0.964
16k > Image Deblurring
GoPro
ChaIR
https://www.sciencedirect.com/science/article/abs/pii/S0950705123009061
PSNR
33.28
16k > Image Deblurring
GoPro
ChaIR
https://www.sciencedirect.com/science/article/abs/pii/S0950705123009061
SSIM
0.963
16k > Image Deblurring
GoPro
ConvIR
https://ieeexplore.ieee.org/abstract/document/10571568
PSNR
33.28
16k > Image Deblurring
GoPro
ConvIR
https://ieeexplore.ieee.org/abstract/document/10571568
SSIM
0.963
16k > Image Deblurring
GoPro
IRNeXt
https://openreview.net/forum?id=MZkbgahv4a
PSNR
33.16
16k > Image Deblurring
GoPro
IRNeXt
https://openreview.net/forum?id=MZkbgahv4a
SSIM
0.962
16k > Image Deblurring
GoPro
HINet-TLC
https://arxiv.org/abs/2112.04491v4
PSNR
33.08
16k > Image Deblurring
GoPro
HINet-TLC
https://arxiv.org/abs/2112.04491v4
SSIM
0.962
16k > Image Deblurring
GoPro
MHNet
https://arxiv.org/abs/2302.09554v4
PSNR
33.04
16k > Image Deblurring
GoPro
MHNet
https://arxiv.org/abs/2302.09554v4
Params (M)
17
16k > Image Deblurring
GoPro
Uformer-B
https://arxiv.org/abs/2106.03106v2
PSNR
32.97
16k > Image Deblurring
GoPro
Uformer-B
https://arxiv.org/abs/2106.03106v2
SSIM
0.967
16k > Image Deblurring
GoPro
Uformer-B
https://arxiv.org/abs/2106.03106v2
Params (M)
50.88
16k > Image Deblurring
GoPro
Restormer
https://arxiv.org/abs/2111.09881v2
PSNR
32.92
16k > Image Deblurring
GoPro
Restormer
https://arxiv.org/abs/2111.09881v2
SSIM
0.961
16k > Image Deblurring
GoPro
Restormer
https://arxiv.org/abs/2111.09881v2
Params (M)
26.13
16k > Image Deblurring
GoPro
MAXIM-3S
https://arxiv.org/abs/2201.02973v2
PSNR
32.86
16k > Image Deblurring
GoPro
MIMO-UNet++
https://arxiv.org/abs/2108.05054v2
PSNR
32.68
16k > Image Deblurring
GoPro
MIMO-UNet++
https://arxiv.org/abs/2108.05054v2
SSIM
0.959
16k > Image Deblurring
GoPro
MIMO-UNet++
https://arxiv.org/abs/2108.05054v2
Params (M)
16.1
16k > Image Deblurring
GoPro
MPRNet
https://arxiv.org/abs/2102.02808v2
PSNR
32.66
16k > Image Deblurring
GoPro
MPRNet
https://arxiv.org/abs/2102.02808v2
SSIM
0.959
16k > Image Deblurring
GoPro
MPRNet
https://arxiv.org/abs/2102.02808v2
Params (M)
20.1
16k > Image Deblurring
GoPro
MB2D
https://arxiv.org/abs/2012.12507v1
PSNR
32.16
16k > Image Deblurring
GoPro
MB2D
https://arxiv.org/abs/2012.12507v1
SSIM
0.953
16k > Image Deblurring
GoPro
RADNet
https://arxiv.org/abs/1903.11394v4
PSNR
32.15
16k > Image Deblurring
GoPro
RADNet
https://arxiv.org/abs/1903.11394v4
SSIM
0.9560
16k > Image Deblurring
GoPro
SAPHNet
https://arxiv.org/abs/2004.05343v1
PSNR
32.02
16k > Image Deblurring
GoPro
SAPHNet
https://arxiv.org/abs/2004.05343v1
SSIM
0.953
16k > Image Deblurring
GoPro
Learning Event-Based Motion Deblurring
https://arxiv.org/abs/2004.05794v1
PSNR
31.79
16k > Image Deblurring
GoPro
Learning Event-Based Motion Deblurring
https://arxiv.org/abs/2004.05794v1
SSIM
0.949
16k > Image Deblurring
GoPro
SRN+PSS+NSC
http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html
PSNR
31.58
16k > Image Deblurring
GoPro
SRN+PSS+NSC
http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html
SSIM
0.9478
16k > Image Deblurring
GoPro
DMPHN
http://arxiv.org/abs/1904.03468v1
PSNR
31.50
16k > Image Deblurring
GoPro
DMPHN
http://arxiv.org/abs/1904.03468v1
SSIM
0.9483
16k > Image Deblurring
GoPro
SDWNet
https://arxiv.org/abs/2110.05803v1
PSNR
31.36
16k > Image Deblurring
GoPro
MT-RNN
https://arxiv.org/abs/1911.07410v1
PSNR
31.15
16k > Image Deblurring
GoPro
MT-RNN
https://arxiv.org/abs/1911.07410v1
SSIM
0.945
16k > Image Deblurring
GoPro
DBCPeNet
https://ieeexplore.ieee.org/document/9097949
PSNR
31.10
16k > Image Deblurring
GoPro
DBCPeNet
https://ieeexplore.ieee.org/document/9097949
SSIM
0.945
16k > Image Deblurring
GoPro
DBGAN
https://arxiv.org/abs/2004.01860v2
PSNR
31.10
16k > Image Deblurring
GoPro
DBGAN
https://arxiv.org/abs/2004.01860v2
SSIM
0.9424
16k > Image Deblurring
GoPro
ESTRNN
https://arxiv.org/abs/2106.16028v2
PSNR
31.07
16k > Image Deblurring
GoPro
ESTRNN
https://arxiv.org/abs/2106.16028v2
SSIM
0.9023
16k > Image Deblurring
GoPro
IR-SDE
https://arxiv.org/abs/2301.11699v3
PSNR
30.7
16k > Image Deblurring
GoPro
IR-SDE
https://arxiv.org/abs/2301.11699v3
SSIM
0.901
16k > Image Deblurring
GoPro
IR-SDE
https://arxiv.org/abs/2301.11699v3
LPIPS
0.064
16k > Image Deblurring
GoPro
IR-SDE
https://arxiv.org/abs/2301.11699v3
FID
6.32
16k > Image Deblurring
GoPro
Blurred-Image-to-Video
http://arxiv.org/abs/1804.02913v2
PSNR
30.58
16k > Image Deblurring
GoPro
Blurred-Image-to-Video
http://arxiv.org/abs/1804.02913v2
SSIM
0.941
16k > Image Deblurring
GoPro
DeepDeblur-PyTorch
null
PSNR
30.12
16k > Image Deblurring
GoPro
DeepDeblur-PyTorch
null
SSIM
0.9021
16k > Image Deblurring
GoPro
DeepDeblur-PyTorch
null
Params (M)
11.72
16k > Image Deblurring
GoPro
DeblurGAN-v2
https://arxiv.org/abs/1908.03826v1
PSNR
29.55
16k > Image Deblurring
GoPro
DeblurGAN-v2
https://arxiv.org/abs/1908.03826v1
SSIM
0.925
16k > Image Deblurring
GoPro
DeblurGAN-v2
https://arxiv.org/abs/1908.03826v1
Params (M)
5.08
16k > Image Deblurring
GoPro
Nah et al
http://arxiv.org/abs/1612.02177v2
PSNR
29.08
16k > Image Deblurring
GoPro
Nah et al
http://arxiv.org/abs/1612.02177v2
SSIM
0.9135
16k > Image Deblurring
GoPro
STFAN
https://arxiv.org/abs/1904.12257v2
PSNR
28.59
16k > Image Deblurring
GoPro
STFAN
https://arxiv.org/abs/1904.12257v2
SSIM
0.861
16k > Image Deblurring
GoPro
DeblurGANv2-MobileNet
https://arxiv.org/abs/1908.03826v1
PSNR
28.17
16k > Image Deblurring
GoPro
DeblurGANv2-MobileNet-DSC
https://arxiv.org/abs/1908.03826v1
PSNR
28.03
16k > Image Deblurring
GoPro
DeblurGANv2-MobileNet-DSC
https://arxiv.org/abs/1908.03826v1
SSIM
0.922
16k > Image Deblurring
GoPro
BANet
https://arxiv.org/abs/2101.07518v4
SSIM
0.957
16k > Image Deblurring
GoPro
SRN
http://arxiv.org/abs/1802.01770v1
SSIM
0.9342
16k > Image Deblurring
GoPro
SRN
http://arxiv.org/abs/1802.01770v1
Params (M)
8.06
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
CIDNet
https://arxiv.org/abs/2402.05809v3
SSIM
0.890
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
CIDNet
https://arxiv.org/abs/2402.05809v3
LPIPS
0.120
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
CIDNet
https://arxiv.org/abs/2402.05809v3
Average PSNR
26.572
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
LEDNet
https://arxiv.org/abs/2202.03373v2
SSIM
0.850
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
LEDNet
https://arxiv.org/abs/2202.03373v2
LPIPS
0.141
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
LEDNet
https://arxiv.org/abs/2202.03373v2
Average PSNR
25.271
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
RetinexFormer
https://arxiv.org/abs/2303.06705v3
SSIM
0.824
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
RetinexFormer
https://arxiv.org/abs/2303.06705v3
LPIPS
0.236
16k > Image Deblurring > Low-light Image Deblurring and Enhancement
LOL-Blur
RetinexFormer
https://arxiv.org/abs/2303.06705v3
Average PSNR
22.904
16k > Scene Generation
Replica
GSN
https://arxiv.org/abs/2104.00670v1
FID
41.75
16k > Scene Generation
Replica
GSN
https://arxiv.org/abs/2104.00670v1
SwAV-FID
4.14