Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Audio
/
10-shot image generation
/
RealBlur-R
10-shot image generation on RealBlur-R
Metric: SSIM (sRGB) (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Export CSV
Sort:
SSIM (sRGB) (best first)
SSIM (sRGB) (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
SSIM (sRGB)
▼
Extra Data
Paper
Date
↕
Code
1
ALGNet
0.981
No
Learning Enriched Features via Selective State S...
2024-03-29
Code
2
AdaRevD
0.979
No
AdaRevD: Adaptive Patch Exiting Reversible Decod...
2024-06-13
Code
3
ID-Blau (Stripformer)
0.977
No
ID-Blau: Image Deblurring by Implicit Diffusion-...
2023-12-18
Code
4
MLWNet
0.976
No
Efficient Multi-scale Network with Learnable Dis...
2023-12-29
Code
5
ID-Blau (FFTformer)
0.975
No
ID-Blau: Image Deblurring by Implicit Diffusion-...
2023-12-18
Code
6
ID-Blau (Restormer)
0.974
No
ID-Blau: Image Deblurring by Implicit Diffusion-...
2023-12-18
Code
7
LoFormer
0.974
No
LoFormer: Local Frequency Transformer for Image ...
2024-07-24
Code
8
Stripformer
0.974
No
Stripformer: Strip Transformer for Fast Image De...
2022-04-10
Code
9
FFTformer
0.9737
No
Efficient Frequency Domain-based Transformers fo...
2022-11-22
Code
10
DeepRFT+
0.973
No
Intriguing Findings of Frequency Selection for I...
2021-11-23
Code
11
MSSNet
0.972
No
MSSNet: Multi-Scale-Stage Network for Single Ima...
2022-02-19
Code
12
MPRNet
0.972
No
Multi-Stage Progressive Image Restoration
2021-02-04
Code
13
BANet
0.971
No
BANet: Blur-aware Attention Networks for Dynamic...
2021-01-19
Code
14
SRN
0.965
No
Scale-recurrent Network for Deep Image Deblurring
2018-02-06
Code
15
MAXIM-3S
0.961
No
MAXIM: Multi-Axis MLP for Image Processing
2022-01-09
Code
16
DeblurGAN-v2
0.935
No
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...
2019-08-10
Code
#1
ALGNet
SOTA
0.981
SSIM (sRGB)
· 2024-03-29
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
Code
#2
AdaRevD
0.979
SSIM (sRGB)
· 2024-06-13
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
Code
#3
ID-Blau (Stripformer)
SOTA
0.977
SSIM (sRGB)
· 2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Code
#4
MLWNet
0.976
SSIM (sRGB)
· 2023-12-29
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
Code
#5
ID-Blau (FFTformer)
0.975
SSIM (sRGB)
· 2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Code
#6
ID-Blau (Restormer)
0.974
SSIM (sRGB)
· 2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Code
#7
LoFormer
0.974
SSIM (sRGB)
· 2024-07-24
LoFormer: Local Frequency Transformer for Image Deblurring
Code
#8
Stripformer
SOTA
0.974
SSIM (sRGB)
· 2022-04-10
Stripformer: Strip Transformer for Fast Image Deblurring
Code
#9
FFTformer
0.9737
SSIM (sRGB)
· 2022-11-22
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring
Code
#10
DeepRFT+
SOTA
0.973
SSIM (sRGB)
· 2021-11-23
Intriguing Findings of Frequency Selection for Image Deblurring
Code
#11
MSSNet
0.972
SSIM (sRGB)
· 2022-02-19
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
Code
#12
MPRNet
SOTA
0.972
SSIM (sRGB)
· 2021-02-04
Multi-Stage Progressive Image Restoration
Code
#13
BANet
SOTA
0.971
SSIM (sRGB)
· 2021-01-19
BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring
Code
#14
SRN
SOTA
0.965
SSIM (sRGB)
· 2018-02-06
Scale-recurrent Network for Deep Image Deblurring
Code
#15
MAXIM-3S
0.961
SSIM (sRGB)
· 2022-01-09
MAXIM: Multi-Axis MLP for Image Processing
Code
#16
DeblurGAN-v2
0.935
SSIM (sRGB)
· 2019-08-10
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
Code