OpenCodePapers
deblurring-on-realblur-r
Blind Image Deblurring
Deblurring
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Paper
Code
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ModelName
ReleaseDate
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AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
✓ Link
41.19
0.979
AdaRevD
2024-06-13
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
✓ Link
41.16
0.981
ALGNet
2024-03-29
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
✓ Link
41.06
0.977
ID-Blau (Stripformer)
2023-12-18
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
✓ Link
40.69
0.976
MLWNet
2023-12-29
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
✓ Link
40.45
0.975
ID-Blau (FFTformer)
2023-12-18
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
✓ Link
40.31
0.974
ID-Blau (Restormer)
2023-12-18
LoFormer: Local Frequency Transformer for Image Deblurring
✓ Link
40.23
0.974
LoFormer
2024-07-24
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring
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40.11
0.9737
FFTformer
2022-11-22
Intriguing Findings of Frequency Selection for Image Deblurring
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40.01
0.973
DeepRFT+
2021-11-23
Stripformer: Strip Transformer for Fast Image Deblurring
✓ Link
39.84
0.974
20
Stripformer
2022-04-10
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
✓ Link
39.76
0.972
15.59
MSSNet
2022-02-19
BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring
✓ Link
39.55
0.971
BANet
2021-01-19
MAXIM: Multi-Axis MLP for Image Processing
✓ Link
39.45
MAXIM
2022-01-09
Multi-Stage Progressive Image Restoration
✓ Link
39.31
0.972
MPRNet
2021-02-04
Scale-recurrent Network for Deep Image Deblurring
✓ Link
38.65
0.965
8.06
SRN
2018-02-06
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
✓ Link
36.44
0.935
DeblurGAN-v2
2019-08-10
MAXIM: Multi-Axis MLP for Image Processing
✓ Link
0.961
MAXIM-3S
2022-01-09