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Manga109 - 2x upscaling
16k on Manga109 - 2x upscaling
Metric: SSIM (higher is better)
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#
Model
↕
SSIM
▼
Augmentations
Paper
Date
↕
Code
1
Hi-IR-L
0.9846
No
Hierarchical Information Flow for Generalized Ef...
2024-11-27
-
2
DRCT-L
0.9842
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
3
HMA†
0.9836
Yes
HMANet: Hybrid Multi-Axis Aggregation Network fo...
2024-05-08
Code
4
HAT-L
0.9831
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
5
HAT
0.9819
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
6
SwinFIR
0.9816
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
7
CPAT+
0.9816
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
8
CPAT
0.9814
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
9
DRCT
0.9814
No
DRCT: Saving Image Super-resolution away from In...
2024-03-31
Code
10
DRLN+
0.9792
No
Densely Residual Laplacian Super-Resolution
2019-06-28
Code
11
HBPN
0.979
No
Hierarchical Back Projection Network for Image S...
2019-06-17
Code
12
HAN+
0.9787
No
Single Image Super-Resolution via a Holistic Att...
2020-08-20
Code
13
ML-CrAIST
0.9786
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
14
CSNLN
0.9785
No
Image Super-Resolution with Cross-Scale Non-Loca...
2020-06-02
Code
15
ML-CrAIST-Li
0.9785
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
16
PMRN+
0.9781
No
Sequential Hierarchical Learning with Distributi...
2020-07-19
-
17
DBPN-RES-MR64-3
0.977
No
Deep Back-Projection Networks for Single Image S...
2019-04-04
Code
18
LFFN-S
0.9746
No
Lightweight Feature Fusion Network for Single Im...
2019-02-15
Code