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Manga109 - 2x upscaling
16k on Manga109 - 2x upscaling
Metric: PSNR (higher is better)
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#
Model
↕
PSNR
▼
Augmentations
Paper
Date
↕
Code
1
Hi-IR-L
41.22
No
Hierarchical Information Flow for Generalized Ef...
2024-11-27
-
2
DRCT-L
41.14
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
3
HMA†
41.13
Yes
HMANet: Hybrid Multi-Axis Aggregation Network fo...
2024-05-08
Code
4
HAT-L
41.01
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
5
HAT_FIR
40.77
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
6
HAT
40.71
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
7
SwinFIR
40.61
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
8
CPAT+
40.59
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
9
CPAT
40.48
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
10
DRCT
40.41
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
11
DRLN+
39.75
No
Densely Residual Laplacian Super-Resolution
2019-06-28
Code
12
HAN+
39.62
No
Single Image Super-Resolution via a Holistic Att...
2020-08-20
Code
13
CSNLN
39.37
No
Image Super-Resolution with Cross-Scale Non-Loca...
2020-06-02
Code
14
HBPN
39.3
No
Hierarchical Back Projection Network for Image S...
2019-06-17
Code
15
DBPN-RES-MR64-3
39.28
No
Deep Back-Projection Networks for Single Image S...
2019-04-04
Code
16
ML-CrAIST
39.26
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
17
ML-CrAIST-Li
39.23
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
18
PMRN+
39.15
No
Sequential Hierarchical Learning with Distributi...
2020-07-19
-
19
SRFBN
39.08
No
Feedback Network for Image Super-Resolution
2019-03-23
Code
20
IMDN
38.88
No
Lightweight Image Super-Resolution with Informat...
2019-09-26
Code
21
LFFN-S
37.93
No
Lightweight Feature Fusion Network for Single Im...
2019-02-15
Code