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BSSTNet
|
Blur-aware Spatio-temporal Sparse Transformer for…
|
35.98
|
2024-06-11
|
|
|
GShift-Net
|
A Simple Baseline for Video Restoration with Grou…
|
35.88
|
2022-06-22
|
|
|
DLEFNet
|
Deformable Convolutions and LSTM-based Flexible E…
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35.61
|
2023-06-01
|
|
|
EFNet
|
Event-Based Fusion for Motion Deblurring with Cro…
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35.46
|
2021-11-30
|
|
|
NIRE
|
Neural Image Re-Exposure
|
35.03
|
2023-05-23
|
|
|
VRT
|
VRT: A Video Restoration Transformer
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34.81
|
2022-01-28
|
|
|
AdaRevD
|
AdaRevD: Adaptive Patch Exiting Reversible Decode…
|
34.60
|
2024-06-13
|
|
|
Turtle
|
Learning Truncated Causal History Model for Video…
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34.50
|
2024-10-04
|
|
|
ID-Blau (FFTformer)
|
ID-Blau: Image Deblurring by Implicit Diffusion-b…
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34.36
|
2023-12-18
|
|
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XYScanNet
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XYScanNet: A State Space Model for Single Image D…
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33.91
|
2024-12-13
|
|
|
MLWNet
|
Efficient Multi-scale Network with Learnable Disc…
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33.83
|
2023-12-29
|
|
|
RNN-MBP-Local
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Improving Image Restoration by Revisiting Global …
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33.80
|
2021-12-08
|
|
|
NAFNet
|
Simple Baselines for Image Restoration
|
33.69
|
2022-04-10
|
|
|
ID-Blau (Stripformer)
|
ID-Blau: Image Deblurring by Implicit Diffusion-b…
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33.66
|
2023-12-18
|
|
|
DeblurDiNAT-L
|
DeblurDiNAT: A Compact Model with Exceptional Gen…
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33.63
|
2024-03-19
|
|
|
Restormer-Local
|
Improving Image Restoration by Revisiting Global …
|
33.57
|
2021-12-08
|
|
|
DeepRFT+
|
Intriguing Findings of Frequency Selection for Im…
|
33.52
|
2021-11-23
|
|
|
ID-Blau (Restormer)
|
ID-Blau: Image Deblurring by Implicit Diffusion-b…
|
33.51
|
2023-12-18
|
|
|
MSSNet-large
|
MSSNet: Multi-Scale-Stage Network for Single Imag…
|
33.39
|
2022-02-19
|
|
|
RNN-MBP
|
Deep Recurrent Neural Network with Multi-scale Bi…
|
33.32
|
2021-12-09
|
|
|
MPRNet-local
|
Improving Image Restoration by Revisiting Global …
|
33.31
|
2021-12-08
|
|
|
HINet-local
|
Improving Image Restoration by Revisiting Global …
|
33.08
|
2021-12-08
|
|
|
Stripformer
|
Stripformer: Strip Transformer for Fast Image Deb…
|
33.08
|
2022-04-10
|
|
|
FGST
|
Flow-Guided Sparse Transformer for Video Deblurri…
|
33.03
|
2022-01-06
|
|
|
MSSNet
|
MSSNet: Multi-Scale-Stage Network for Single Imag…
|
33.01
|
2022-02-19
|
|
|
Uformer-B
|
Uformer: A General U-Shaped Transformer for Image…
|
32.97
|
2021-06-06
|
|
|
Restormer
|
Restormer: Efficient Transformer for High-Resolut…
|
32.92
|
2021-11-18
|
|
|
MAXIM-3S
|
MAXIM: Multi-Axis MLP for Image Processing
|
32.86
|
2022-01-09
|
|
|
HINet
|
HINet: Half Instance Normalization Network for Im…
|
32.71
|
2021-05-13
|
|
|
MIMO-UNet++
|
Rethinking Coarse-to-Fine Approach in Single Imag…
|
32.68
|
2021-08-11
|
|
|
MPRNet
|
Multi-Stage Progressive Image Restoration
|
32.66
|
2021-02-04
|
|
|
BANet
|
BANet: Blur-aware Attention Networks for Dynamic …
|
32.54
|
2021-01-19
|
|
|
STDAN
|
Spatio-Temporal Deformable Attention Network for …
|
32.29
|
2022-07-22
|
|
|
MB2D
|
Blur More To Deblur Better: Multi-Blur2Deblur For…
|
32.16
|
2020-12-23
|
|
|
RADNet
|
Motion Deblurring with an Adaptive Network
|
32.15
|
2019-03-25
|
|
|
SAPHNet
|
Spatially-Attentive Patch-Hierarchical Network fo…
|
32.02
|
2020-04-11
|
|
|
MSSNet-small
|
MSSNet: Multi-Scale-Stage Network for Single Imag…
|
32.02
|
2022-02-19
|
|
|
S2SVR
|
Unsupervised Flow-Aligned Sequence-to-Sequence Le…
|
31.82
|
2022-05-20
|
|
|
Learning Event-Based Motion Deblurring
|
Learning Event-Based Motion Deblurring
|
31.79
|
2020-04-13
|
|
|
CDVD-TSP
|
Cascaded Deep Video Deblurring Using Temporal Sha…
|
31.67
|
2020-04-06
|
|
|
DMPHN
|
Deep Stacked Hierarchical Multi-patch Network for…
|
31.50
|
2019-04-06
|
|
|
MT-RNN
|
Multi-Temporal Recurrent Neural Networks For Prog…
|
31.15
|
2019-11-18
|
|
|
DBGAN
|
Deblurring by Realistic Blurring
|
31.10
|
2020-04-04
|
|
|
ESTRNN
|
Real-world Video Deblurring: A Benchmark Dataset …
|
31.07
|
2021-06-30
|
|
|
Blurred-Image-to-Video
|
Bringing Alive Blurred Moments
|
30.58
|
2018-04-09
|
|
|
DeblurGAN-v2
|
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Fa…
|
29.55
|
2019-08-10
|
|
|
Nah et al
|
Deep Multi-scale Convolutional Neural Network for…
|
29.08
|
2016-12-07
|
|
|
Ghost-DeblurGAN
|
Application of Ghost-DeblurGAN to Fiducial Marker…
|
28.75
|
2021-09-08
|
|
|
STFAN
|
Spatio-Temporal Filter Adaptive Network for Video…
|
28.59
|
2019-04-28
|
|
|
DeblurGANv2-MobileNet
|
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Fa…
|
28.17
|
2019-08-10
|
|
|
DeblurGANv2-MobileNet-DSC
|
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Fa…
|
28.03
|
2019-08-10
|
|
|
SRN
|
Scale-recurrent Network for Deep Image Deblurring
|
0.93
|
2018-02-06
|
|