Image Super-Resolution on Manga109 - 2x upscaling

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	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

#1Hi-IR-LSOTA
0.9846
SSIM· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#2DRCT-LSOTA
0.9842
SSIM· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#3HMA†
0.9836
SSIM· Extra Data· 2024-05-08
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution Code
#4HAT-LSOTA
0.9831
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#5HAT
0.9819
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#6SwinFIR
0.9816
SSIM· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#7CPAT+
0.9816
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#8CPAT
0.9814
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#9DRCT
0.9814
SSIM· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#10DRLN+SOTA
0.9792
SSIM· 2019-06-28
Densely Residual Laplacian Super-Resolution Code
#11HBPNSOTA
0.979
SSIM· 2019-06-17
Hierarchical Back Projection Network for Image Super-Resolution Code
#12HAN+
0.9787
SSIM· 2020-08-20
Single Image Super-Resolution via a Holistic Attention Network Code
#13ML-CrAIST
0.9786
SSIM· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#14CSNLN
0.9785
SSIM· 2020-06-02
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Code
#15ML-CrAIST-Li
0.9785
SSIM· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#16PMRN+
0.9781
SSIM· 2020-07-19
Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution
#17DBPN-RES-MR64-3SOTA
0.977
SSIM· 2019-04-04
Deep Back-Projection Networks for Single Image Super-resolution Code
#18LFFN-SSOTA
0.9746
SSIM· 2019-02-15
Lightweight Feature Fusion Network for Single Image Super-Resolution Code