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Urban100 - 3x upscaling
16k on Urban100 - 3x upscaling
Metric: SSIM (higher is better)
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#
Model
↕
SSIM
▼
Augmentations
Paper
Date
↕
Code
1
Hi-IR-L
0.902
No
Hierarchical Information Flow for Generalized Ef...
2024-11-27
-
2
HMA†
0.8984
Yes
HMANet: Hybrid Multi-Axis Aggregation Network fo...
2024-05-08
Code
3
HAT-L
0.8981
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
4
HAT
0.8949
No
Activating More Pixels in Image Super-Resolution...
2022-05-09
Code
5
CPAT+
0.8934
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
6
CPAT
0.8923
No
Channel-Partitioned Windowed Attention And Frequ...
2024-07-23
-
7
SwinFIR
0.8913
No
SwinFIR: Revisiting the SwinIR with Fast Fourier...
2022-08-24
Code
8
DRLN+
0.8746
No
Densely Residual Laplacian Super-Resolution
2019-06-28
Code
9
CSNLN
0.8712
No
Image Super-Resolution with Cross-Scale Non-Loca...
2020-06-02
Code
10
HAN+
0.871
No
Single Image Super-Resolution via a Holistic Att...
2020-08-20
Code
11
ML-CrAIST
0.8676
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code
12
SwinOIR
0.8674
No
Resolution Enhancement Processing on Low Quality...
2023-03-16
Code
13
ML-CrAIST-Li
0.8651
No
ML-CrAIST: Multi-scale Low-high Frequency Inform...
2024-08-19
Code