OpenCodePapers
deblurring-on-realblur-j-1
Blind Image Deblurring
Deblurring
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
PSNR (sRGB)
↕
SSIM (sRGB)
↕
Params(M)
↕
ModelName
ReleaseDate
↕
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
✓ Link
33.96
0.944
AdaRevD
2024-06-13
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
✓ Link
33.84
0.941
MLWNet
2023-12-29
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
✓ Link
33.77
0.940
20
ID-Blau (Stripformer)
2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
✓ Link
33.11
0.937
ID-Blau (Restormer)
2023-12-18
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
✓ Link
32.94
0.946
ALGNet
2024-03-29
LoFormer: Local Frequency Transformer for Image Deblurring
✓ Link
32.90
0.933
LoFormer
2024-07-24
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
✓ Link
32.88
0.934
ID-Blau (FFTformer)
2023-12-18
MAXIM: Multi-Axis MLP for Image Processing
✓ Link
32.84
0.935
22.2
MAXIM
2022-01-09
Intriguing Findings of Frequency Selection for Image Deblurring
✓ Link
32.63
0.933
DeepRFT+
2021-11-23
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring
✓ Link
32.62
0.9326
FFTformer
2022-11-22
Stripformer: Strip Transformer for Fast Image Deblurring
✓ Link
32.48
0.929
20
Stripformer
2022-04-10
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
✓ Link
32.1
0.928
15.6
MSSNet
2022-02-19
Rethinking Coarse-to-Fine Approach in Single Image Deblurring
✓ Link
32.05
0.921
16.1
MIMO-UNet++
2021-08-11
BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring
✓ Link
32.00
0.923
BANet
2021-01-19
Multi-Stage Progressive Image Restoration
✓ Link
31.76
0.922
20.1
MPRNet
2021-02-04
Scale-recurrent Network for Deep Image Deblurring
✓ Link
31.38
0.909
8.06
SRN
2018-02-06
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
✓ Link
29.69
0.870
5.08
DeblurGAN-v2
2019-08-10