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Urban100 - 3x upscaling
16k on Urban100 - 3x upscaling
Metric: PSNR (higher is better)
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#
Model
↕
PSNR
▼
Augmentations
Paper
Date
↕
Code
1
Hi-IR-L
31.07
No
Hierarchical Information Flow for Generalized Ef...
2024-11-27
-
2
HMA†
31
Yes
HMANet: Hybrid Multi-Axis Aggregation Network fo...
2024-05-08
Code
3
HAT-L
30.92
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
4
HAT_FIR
30.77
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
5
HAT
30.7
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
6
CPAT+
30.63
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
7
CPAT
30.52
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
8
SwinFIR
30.43
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
9
IPT
29.49
Yes
Pre-Trained Image Processing Transformer
2020-12-01
Code
10
LTE
29.41
No
Local Texture Estimator for Implicit Representat...
2021-11-17
Code
11
DRLN+
29.37
No
Densely Residual Laplacian Super-Resolution
2019-06-28
Code
12
HAN+
29.21
No
Single Image Super-Resolution via a Holistic Att...
2020-08-20
Code
13
CSNLN
29.13
No
Image Super-Resolution with Cross-Scale Non-Loca...
2020-06-02
Code
14
ML-CrAIST
28.89
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
15
SwinOIR
28.87
No
Resolution Enhancement Processing on Low Quality...
2023-03-16
Code
16
FACD
28.818
No
Feature-domain Adaptive Contrastive Distillation...
2022-11-29
-
17
ML-CrAIST-Li
28.73
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
18
SRFBN
28.73
No
Feedback Network for Image Super-Resolution
2019-03-23
Code
19
IMDN
28.17
No
Lightweight Image Super-Resolution with Informat...
2019-09-26
Code
20
MWCNN
28.13
No
Multi-level Wavelet-CNN for Image Restoration
2018-05-18
Code
21
LCSCNet
27.24
No
LCSCNet: Linear Compressing Based Skip-Connectin...
2019-09-09
Code
22
DnCNN-3
27.15
No
Beyond a Gaussian Denoiser: Residual Learning of...
2016-08-13
Code