|
AdaRevD
|
AdaRevD: Adaptive Patch Exiting Reversible Decode…
|
34.60
|
2024-06-13
|
|
|
EVSSM
|
Efficient Visual State Space Model for Image Debl…
|
34.50
|
2024-05-23
|
|
|
fftformer
|
Efficient Frequency Domain-based Transformers for…
|
34.21
|
2022-11-22
|
|
|
LoFormer
|
LoFormer: Local Frequency Transformer for Image D…
|
34.09
|
2024-07-24
|
|
|
ALGNet-B
|
Learning Enriched Features via Selective State Sp…
|
34.05
|
2024-03-29
|
|
|
Hi-IR-L
|
Hierarchical Information Flow for Generalized Eff…
|
33.99
|
2024-11-27
|
|
|
GRL
|
Efficient and Explicit Modelling of Image Hierarc…
|
33.93
|
2023-03-01
|
|
|
Instruct-IPT
|
Instruct-IPT: All-in-One Image Processing Transfo…
|
33.86
|
2024-06-30
|
|
|
CGNet
|
CascadedGaze: Efficiency in Global Context Extrac…
|
33.77
|
2024-01-26
|
|
|
NAFNet-MH-C
|
Multi-Outputs Is All You Need For Deblur
|
33.75
|
2022-08-27
|
|
|
M3SNet
|
A Mountain-Shaped Single-Stage Network for Accura…
|
33.74
|
2023-05-09
|
|
|
CAPTNet
|
Prompt-based Ingredient-Oriented All-in-One Image…
|
33.74
|
2023-09-06
|
|
|
LAKDNet
|
Revisiting Image Deblurring with an Efficient Con…
|
33.72
|
2023-02-04
|
|
|
NAFNet - TLC
|
Simple Baselines for Image Restoration
|
33.69
|
2022-04-10
|
|
|
MaIR
|
MaIR: A Locality- and Continuity-Preserving Mamba…
|
33.69
|
2024-12-28
|
|
|
Restormer-TLC
|
Improving Image Restoration by Revisiting Global …
|
33.57
|
2021-12-08
|
|
|
DeepRFT+
|
Intriguing Findings of Frequency Selection for Im…
|
33.52
|
2021-11-23
|
|
|
MPRNet-TLC
|
Improving Image Restoration by Revisiting Global …
|
33.31
|
2021-12-08
|
|
|
MSDI-Net
|
Learning Degradation Representations for Image De…
|
33.28
|
2022-08-10
|
|
|
HINet-TLC
|
Improving Image Restoration by Revisiting Global …
|
33.08
|
2021-12-08
|
|
|
MHNet
|
Mixed Hierarchy Network for Image Restoration
|
33.04
|
2023-02-19
|
|
|
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
|
|
|
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
|
|
|
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
|
|
|
Learning Event-Based Motion Deblurring
|
Learning Event-Based Motion Deblurring
|
31.79
|
2020-04-13
|
|
|
DMPHN
|
Deep Stacked Hierarchical Multi-patch Network for…
|
31.50
|
2019-04-06
|
|
|
SDWNet
|
SDWNet: A Straight Dilated Network with Wavelet T…
|
31.36
|
2021-10-12
|
|
|
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
|
|
|
IR-SDE
|
Image Restoration with Mean-Reverting Stochastic …
|
30.70
|
2023-01-27
|
|
|
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
|
|
|
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
|
|
|
BANet
|
BANet: Blur-aware Attention Networks for Dynamic …
|
0.96
|
2021-01-19
|
|
|
SRN
|
Scale-recurrent Network for Deep Image Deblurring
|
0.93
|
2018-02-06
|
|