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10-shot image generation
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GoPro
10-shot image generation on GoPro
Metric: SSIM (higher is better)
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Date (oldest first)
Model name (A→Z)
#
Model
↕
SSIM
▼
Extra Data
Paper
Date
↕
Code
1
BSSTNet
0.9792
No
Blur-aware Spatio-temporal Sparse Transformer fo...
2024-06-11
Code
2
GShift-Net
0.979
Yes
A Simple Baseline for Video Restoration with Gro...
2022-06-22
Code
3
DLEFNet
0.973
Yes
Deformable Convolutions and LSTM-based Flexible ...
2023-06-01
-
4
NIRE
0.973
Yes
Neural Image Re-Exposure
2023-05-23
Code
5
VRT
0.9724
Yes
VRT: A Video Restoration Transformer
2022-01-28
Code
6
EFNet
0.972
Yes
Event-Based Fusion for Motion Deblurring with Cr...
2021-11-30
Code
7
AdaRevD
0.972
No
AdaRevD: Adaptive Patch Exiting Reversible Decod...
2024-06-13
Code
8
Turtle
0.972
No
Learning Truncated Causal History Model for Vide...
2024-10-04
Code
9
AdaRevD
0.972
No
AdaRevD: Adaptive Patch Exiting Reversible Decod...
2024-06-13
Code
10
EVSSM
0.9712
No
Efficient Visual State Space Model for Image Deb...
2024-05-23
Code
11
ID-Blau (FFTformer)
0.97
No
ID-Blau: Image Deblurring by Implicit Diffusion-...
2023-12-18
Code
12
fftformer
0.969
Yes
Efficient Frequency Domain-based Transformers fo...
2022-11-22
Code
13
LoFormer
0.969
No
LoFormer: Local Frequency Transformer for Image ...
2024-07-24
Code
14
ALGNet-B
0.969
No
Learning Enriched Features via Selective State S...
2024-03-29
Code
15
MR-VNet
0.969
No
-
-
-
16
XYScanNet
0.968
No
XYScanNet: A State Space Model for Single Image ...
2024-12-13
-
17
MLWNet
0.968
No
Efficient Multi-scale Network with Learnable Dis...
2023-12-29
Code
18
UFPDeblur
0.968
No
-
-
Code
19
GRL
0.968
No
Efficient and Explicit Modelling of Image Hierar...
2023-03-01
Code
20
CGNet
0.968
No
CascadedGaze: Efficiency in Global Context Extra...
2024-01-26
Code
21
NAFNet
0.967
No
Simple Baselines for Image Restoration
2022-04-10
Code
22
DeblurDiNAT-L
0.967
No
DeblurDiNAT: A Compact Model with Exceptional Ge...
2024-03-19
Code
23
Uformer-B
0.967
No
Uformer: A General U-Shaped Transformer for Imag...
2021-06-06
Code
24
Instruct-IPT
0.967
Yes
Instruct-IPT: All-in-One Image Processing Transf...
2024-06-30
Code
25
NAFNet-MH-C
0.967
No
Multi-Outputs Is All You Need For Deblur
2022-08-27
Code
26
M3SNet
0.967
No
A Mountain-Shaped Single-Stage Network for Accur...
2023-05-09
Code
27
CAPTNet
0.967
No
Prompt-based Ingredient-Oriented All-in-One Imag...
2023-09-06
Code
28
LAKDNet
0.967
No
Revisiting Image Deblurring with an Efficient Co...
2023-02-04
Code
29
NAFNet - TLC
0.967
No
Simple Baselines for Image Restoration
2022-04-10
Code
30
Uformer-B
0.967
No
Uformer: A General U-Shaped Transformer for Imag...
2021-06-06
Code
31
RNN-MBP-Local
0.966
No
Improving Image Restoration by Revisiting Global...
2021-12-08
Code
32
ID-Blau (Stripformer)
0.966
No
ID-Blau: Image Deblurring by Implicit Diffusion-...
2023-12-18
Code
33
Restormer-Local
0.966
No
Improving Image Restoration by Revisiting Global...
2021-12-08
Code
34
Restormer-TLC
0.966
No
Improving Image Restoration by Revisiting Global...
2021-12-08
Code
35
DeepRFT+
0.965
No
Intriguing Findings of Frequency Selection for I...
2021-11-23
Code
36
ID-Blau (Restormer)
0.965
No
ID-Blau: Image Deblurring by Implicit Diffusion-...
2023-12-18
Code
37
DeepRFT+
0.965
No
Intriguing Findings of Frequency Selection for I...
2021-11-23
Code
38
MADANet
0.964
Yes
-
-
-
39
MSSNet-large
0.964
No
MSSNet: Multi-Scale-Stage Network for Single Ima...
2022-02-19
Code
40
MPRNet-local
0.964
No
Improving Image Restoration by Revisiting Global...
2021-12-08
Code
41
FGST
0.964
No
Flow-Guided Sparse Transformer for Video Deblurr...
2022-01-06
Code
42
MADANet
0.964
Yes
-
-
-
43
MPRNet-TLC
0.964
No
Improving Image Restoration by Revisiting Global...
2021-12-08
Code
44
MSDI-Net
0.964
No
Learning Degradation Representations for Image D...
2022-08-10
Code
45
SFNet
0.963
No
-
-
Code
46
FSNet
0.963
No
-
-
Code
47
ChaIR
0.963
No
-
-
Code
48
ConvIR
0.963
No
-
-
Code
49
RNN-MBP
0.9627
No
Deep Recurrent Neural Network with Multi-scale B...
2021-12-09
Code
50
HINet-local
0.962
No
Improving Image Restoration by Revisiting Global...
2021-12-08
Code
51
Stripformer
0.962
No
Stripformer: Strip Transformer for Fast Image De...
2022-04-10
Code
52
IRNeXt
0.962
No
-
-
Code
53
HINet-TLC
0.962
No
Improving Image Restoration by Revisiting Global...
2021-12-08
Code
54
MSSNet
0.961
No
MSSNet: Multi-Scale-Stage Network for Single Ima...
2022-02-19
Code
55
Restormer
0.961
No
Restormer: Efficient Transformer for High-Resolu...
2021-11-18
Code
56
Restormer
0.961
No
Restormer: Efficient Transformer for High-Resolu...
2021-11-18
Code
57
MIMO-UNet++
0.959
No
Rethinking Coarse-to-Fine Approach in Single Ima...
2021-08-11
Code
58
MPRNet
0.959
No
Multi-Stage Progressive Image Restoration
2021-02-04
Code
59
MIMO-UNet++
0.959
No
Rethinking Coarse-to-Fine Approach in Single Ima...
2021-08-11
Code
60
MPRNet
0.959
No
Multi-Stage Progressive Image Restoration
2021-02-04
Code
61
BANet
0.957
No
BANet: Blur-aware Attention Networks for Dynamic...
2021-01-19
Code
62
BANet
0.957
No
BANet: Blur-aware Attention Networks for Dynamic...
2021-01-19
Code
63
RADNet
0.956
Yes
Motion Deblurring with an Adaptive Network
2019-03-25
-
64
RADNet
0.956
Yes
Motion Deblurring with an Adaptive Network
2019-03-25
-
65
MB2D
0.953
Yes
Blur More To Deblur Better: Multi-Blur2Deblur Fo...
2020-12-23
-
66
SAPHNet
0.953
Yes
Spatially-Attentive Patch-Hierarchical Network f...
2020-04-11
-
67
MSSNet-small
0.953
No
MSSNet: Multi-Scale-Stage Network for Single Ima...
2022-02-19
Code
68
MB2D
0.953
Yes
Blur More To Deblur Better: Multi-Blur2Deblur Fo...
2020-12-23
-
69
SAPHNet
0.953
Yes
Spatially-Attentive Patch-Hierarchical Network f...
2020-04-11
-
70
Learning Event-Based Motion Deblurring
0.949
Yes
Learning Event-Based Motion Deblurring
2020-04-13
-
71
Learning Event-Based Motion Deblurring
0.949
Yes
Learning Event-Based Motion Deblurring
2020-04-13
-
72
DMPHN
0.9483
Yes
Deep Stacked Hierarchical Multi-patch Network fo...
2019-04-06
Code
73
DMPHN
0.9483
Yes
Deep Stacked Hierarchical Multi-patch Network fo...
2019-04-06
Code
74
SRN+PSS+NSC
0.9478
Yes
-
-
Code
75
SRN+PSS+NSC
0.9478
Yes
-
-
Code
76
MT-RNN
0.945
Yes
Multi-Temporal Recurrent Neural Networks For Pro...
2019-11-18
Code
77
DBCPeNet
0.945
Yes
-
-
Code
78
MT-RNN
0.945
Yes
Multi-Temporal Recurrent Neural Networks For Pro...
2019-11-18
Code
79
DBCPeNet
0.945
Yes
-
-
Code
80
DBGAN
0.9424
Yes
Deblurring by Realistic Blurring
2020-04-04
Code
81
DBGAN
0.9424
Yes
Deblurring by Realistic Blurring
2020-04-04
Code
82
Blurred-Image-to-Video
0.941
Yes
Bringing Alive Blurred Moments
2018-04-09
Code
83
Blurred-Image-to-Video
0.941
Yes
Bringing Alive Blurred Moments
2018-04-09
Code
84
SRN
0.9342
Yes
Scale-recurrent Network for Deep Image Deblurring
2018-02-06
Code
85
SRN
0.9342
Yes
Scale-recurrent Network for Deep Image Deblurring
2018-02-06
Code
86
DeblurGAN-v2
0.934
Yes
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...
2019-08-10
Code
87
STDAN
0.9313
No
Spatio-Temporal Deformable Attention Network for...
2022-07-22
Code
88
CDVD-TSP
0.9279
Yes
Cascaded Deep Video Deblurring Using Temporal Sh...
2020-04-06
Code
89
DeblurGANv2-MobileNet
0.925
Yes
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...
2019-08-10
Code
90
DeblurGAN-v2
0.925
Yes
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...
2019-08-10
Code
91
S2SVR
0.923
No
Unsupervised Flow-Aligned Sequence-to-Sequence L...
2022-05-20
Code
92
DeblurGANv2-MobileNet-DSC
0.922
Yes
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...
2019-08-10
Code
93
DeblurGANv2-MobileNet-DSC
0.922
Yes
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...
2019-08-10
Code
94
Ghost-DeblurGAN
0.919
No
Application of Ghost-DeblurGAN to Fiducial Marke...
2021-09-08
Code
95
Nah et al
0.9135
Yes
Deep Multi-scale Convolutional Neural Network fo...
2016-12-07
Code
96
Nah et al
0.9135
Yes
Deep Multi-scale Convolutional Neural Network fo...
2016-12-07
Code
97
ESTRNN
0.9023
Yes
Real-world Video Deblurring: A Benchmark Dataset...
2021-06-30
Code
98
ESTRNN
0.9023
Yes
Real-world Video Deblurring: A Benchmark Dataset...
2021-06-30
Code
99
DeepDeblur-PyTorch
0.9021
Yes
-
-
-
100
IR-SDE
0.901
No
Image Restoration with Mean-Reverting Stochastic...
2023-01-27
Code
101
STFAN
0.861
Yes
Spatio-Temporal Filter Adaptive Network for Vide...
2019-04-28
Code
102
STFAN
0.861
Yes
Spatio-Temporal Filter Adaptive Network for Vide...
2019-04-28
Code
#1
BSSTNet
SOTA
0.9792
SSIM
· 2024-06-11
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring
Code
#2
GShift-Net
SOTA
0.979
SSIM
· Extra Data
· 2022-06-22
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift
Code
#3
DLEFNet
0.973
SSIM
· Extra Data
· 2023-06-01
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring
#4
NIRE
0.973
SSIM
· Extra Data
· 2023-05-23
Neural Image Re-Exposure
Code
#5
VRT
SOTA
0.9724
SSIM
· Extra Data
· 2022-01-28
VRT: A Video Restoration Transformer
Code
#6
EFNet
SOTA
0.972
SSIM
· Extra Data
· 2021-11-30
Event-Based Fusion for Motion Deblurring with Cross-modal Attention
Code
#7
AdaRevD
0.972
SSIM
· 2024-06-13
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
Code
#8
Turtle
0.972
SSIM
· 2024-10-04
Learning Truncated Causal History Model for Video Restoration
Code
#9
AdaRevD
0.972
SSIM
· 2024-06-13
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
Code
#10
EVSSM
0.9712
SSIM
· 2024-05-23
Efficient Visual State Space Model for Image Deblurring
Code
#11
ID-Blau (FFTformer)
0.97
SSIM
· 2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Code
#12
fftformer
0.969
SSIM
· Extra Data
· 2022-11-22
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring
Code
#13
LoFormer
0.969
SSIM
· 2024-07-24
LoFormer: Local Frequency Transformer for Image Deblurring
Code
#14
ALGNet-B
0.969
SSIM
· 2024-03-29
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
Code
#15
MR-VNet
0.969
SSIM
No paper
#16
XYScanNet
0.968
SSIM
· 2024-12-13
XYScanNet: A State Space Model for Single Image Deblurring
#17
MLWNet
0.968
SSIM
· 2023-12-29
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
Code
#18
UFPDeblur
0.968
SSIM
No paper
Code
#19
GRL
0.968
SSIM
· 2023-03-01
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
Code
#20
CGNet
0.968
SSIM
· 2024-01-26
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration
Code
#21
NAFNet
0.967
SSIM
· 2022-04-10
Simple Baselines for Image Restoration
Code
#22
DeblurDiNAT-L
0.967
SSIM
· 2024-03-19
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains
Code
#23
Uformer-B
SOTA
0.967
SSIM
· 2021-06-06
Uformer: A General U-Shaped Transformer for Image Restoration
Code
#24
Instruct-IPT
0.967
SSIM
· Extra Data
· 2024-06-30
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation
Code
#25
NAFNet-MH-C
0.967
SSIM
· 2022-08-27
Multi-Outputs Is All You Need For Deblur
Code
#26
M3SNet
0.967
SSIM
· 2023-05-09
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
Code
#27
CAPTNet
0.967
SSIM
· 2023-09-06
Prompt-based Ingredient-Oriented All-in-One Image Restoration
Code
#28
LAKDNet
0.967
SSIM
· 2023-02-04
Revisiting Image Deblurring with an Efficient ConvNet
Code
#29
NAFNet - TLC
0.967
SSIM
· 2022-04-10
Simple Baselines for Image Restoration
Code
#30
Uformer-B
0.967
SSIM
· 2021-06-06
Uformer: A General U-Shaped Transformer for Image Restoration
Code
#31
RNN-MBP-Local
0.966
SSIM
· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation
Code
#32
ID-Blau (Stripformer)
0.966
SSIM
· 2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Code
#33
Restormer-Local
0.966
SSIM
· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation
Code
#34
Restormer-TLC
0.966
SSIM
· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation
Code
#35
DeepRFT+
0.965
SSIM
· 2021-11-23
Intriguing Findings of Frequency Selection for Image Deblurring
Code
#36
ID-Blau (Restormer)
0.965
SSIM
· 2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Code
#37
DeepRFT+
0.965
SSIM
· 2021-11-23
Intriguing Findings of Frequency Selection for Image Deblurring
Code
#38
MADANet
0.964
SSIM
· Extra Data
No paper
#39
MSSNet-large
0.964
SSIM
· 2022-02-19
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
Code
#40
MPRNet-local
0.964
SSIM
· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation
Code
#41
FGST
0.964
SSIM
· 2022-01-06
Flow-Guided Sparse Transformer for Video Deblurring
Code
#42
MADANet
0.964
SSIM
· Extra Data
No paper
#43
MPRNet-TLC
0.964
SSIM
· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation
Code
#44
MSDI-Net
0.964
SSIM
· 2022-08-10
Learning Degradation Representations for Image Deblurring
Code
#45
SFNet
0.963
SSIM
No paper
Code
#46
FSNet
0.963
SSIM
No paper
Code
#47
ChaIR
0.963
SSIM
No paper
Code
#48
ConvIR
0.963
SSIM
No paper
Code
#49
RNN-MBP
0.9627
SSIM
· 2021-12-09
Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring
Code
#50
HINet-local
0.962
SSIM
· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation
Code
#51
Stripformer
0.962
SSIM
· 2022-04-10
Stripformer: Strip Transformer for Fast Image Deblurring
Code
#52
IRNeXt
0.962
SSIM
No paper
Code
#53
HINet-TLC
0.962
SSIM
· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation
Code
#54
MSSNet
0.961
SSIM
· 2022-02-19
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
Code
#55
Restormer
0.961
SSIM
· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration
Code
#56
Restormer
0.961
SSIM
· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration
Code
#57
MIMO-UNet++
0.959
SSIM
· 2021-08-11
Rethinking Coarse-to-Fine Approach in Single Image Deblurring
Code
#58
MPRNet
SOTA
0.959
SSIM
· 2021-02-04
Multi-Stage Progressive Image Restoration
Code
#59
MIMO-UNet++
0.959
SSIM
· 2021-08-11
Rethinking Coarse-to-Fine Approach in Single Image Deblurring
Code
#60
MPRNet
0.959
SSIM
· 2021-02-04
Multi-Stage Progressive Image Restoration
Code
#61
BANet
SOTA
0.957
SSIM
· 2021-01-19
BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring
Code
#62
BANet
0.957
SSIM
· 2021-01-19
BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring
Code
#63
RADNet
SOTA
0.956
SSIM
· Extra Data
· 2019-03-25
Motion Deblurring with an Adaptive Network
#64
RADNet
0.956
SSIM
· Extra Data
· 2019-03-25
Motion Deblurring with an Adaptive Network
#65
MB2D
0.953
SSIM
· Extra Data
· 2020-12-23
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring
#66
SAPHNet
0.953
SSIM
· Extra Data
· 2020-04-11
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring
#67
MSSNet-small
0.953
SSIM
· 2022-02-19
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
Code
#68
MB2D
0.953
SSIM
· Extra Data
· 2020-12-23
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring
#69
SAPHNet
0.953
SSIM
· Extra Data
· 2020-04-11
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring
#70
Learning Event-Based Motion Deblurring
0.949
SSIM
· Extra Data
· 2020-04-13
Learning Event-Based Motion Deblurring
#71
Learning Event-Based Motion Deblurring
0.949
SSIM
· Extra Data
· 2020-04-13
Learning Event-Based Motion Deblurring
#72
DMPHN
0.9483
SSIM
· Extra Data
· 2019-04-06
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring
Code
#73
DMPHN
0.9483
SSIM
· Extra Data
· 2019-04-06
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring
Code
#74
SRN+PSS+NSC
0.9478
SSIM
· Extra Data
No paper
Code
#75
SRN+PSS+NSC
0.9478
SSIM
· Extra Data
No paper
Code
#76
MT-RNN
0.945
SSIM
· Extra Data
· 2019-11-18
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training
Code
#77
DBCPeNet
0.945
SSIM
· Extra Data
No paper
Code
#78
MT-RNN
0.945
SSIM
· Extra Data
· 2019-11-18
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training
Code
#79
DBCPeNet
0.945
SSIM
· Extra Data
No paper
Code
#80
DBGAN
0.9424
SSIM
· Extra Data
· 2020-04-04
Deblurring by Realistic Blurring
Code
#81
DBGAN
0.9424
SSIM
· Extra Data
· 2020-04-04
Deblurring by Realistic Blurring
Code
#82
Blurred-Image-to-Video
SOTA
0.941
SSIM
· Extra Data
· 2018-04-09
Bringing Alive Blurred Moments
Code
#83
Blurred-Image-to-Video
0.941
SSIM
· Extra Data
· 2018-04-09
Bringing Alive Blurred Moments
Code
#84
SRN
SOTA
0.9342
SSIM
· Extra Data
· 2018-02-06
Scale-recurrent Network for Deep Image Deblurring
Code
#85
SRN
0.9342
SSIM
· Extra Data
· 2018-02-06
Scale-recurrent Network for Deep Image Deblurring
Code
#86
DeblurGAN-v2
0.934
SSIM
· Extra Data
· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
Code
#87
STDAN
0.9313
SSIM
· 2022-07-22
Spatio-Temporal Deformable Attention Network for Video Deblurring
Code
#88
CDVD-TSP
0.9279
SSIM
· Extra Data
· 2020-04-06
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior
Code
#89
DeblurGANv2-MobileNet
0.925
SSIM
· Extra Data
· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
Code
#90
DeblurGAN-v2
0.925
SSIM
· Extra Data
· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
Code
#91
S2SVR
0.923
SSIM
· 2022-05-20
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration
Code
#92
DeblurGANv2-MobileNet-DSC
0.922
SSIM
· Extra Data
· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
Code
#93
DeblurGANv2-MobileNet-DSC
0.922
SSIM
· Extra Data
· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
Code
#94
Ghost-DeblurGAN
0.919
SSIM
· 2021-09-08
Application of Ghost-DeblurGAN to Fiducial Marker Detection
Code
#95
Nah et al
SOTA
0.9135
SSIM
· Extra Data
· 2016-12-07
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring
Code
#96
Nah et al
0.9135
SSIM
· Extra Data
· 2016-12-07
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring
Code
#97
ESTRNN
0.9023
SSIM
· Extra Data
· 2021-06-30
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network
Code
#98
ESTRNN
0.9023
SSIM
· Extra Data
· 2021-06-30
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network
Code
#99
DeepDeblur-PyTorch
0.9021
SSIM
· Extra Data
No paper
#100
IR-SDE
0.901
SSIM
· 2023-01-27
Image Restoration with Mean-Reverting Stochastic Differential Equations
Code
#101
STFAN
0.861
SSIM
· Extra Data
· 2019-04-28
Spatio-Temporal Filter Adaptive Network for Video Deblurring
Code
#102
STFAN
0.861
SSIM
· Extra Data
· 2019-04-28
Spatio-Temporal Filter Adaptive Network for Video Deblurring
Code