Image Super-Resolution on Manga109 - 2x upscaling

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	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

#1Hi-IR-LSOTA
41.22
PSNR· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#2DRCT-LSOTA
41.14
PSNR· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#3HMA†
41.13
PSNR· Extra Data· 2024-05-08
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution Code
#4HAT-LSOTA
41.01
PSNR· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#5HAT_FIR
40.77
PSNR· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#6HAT
40.71
PSNR· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#7SwinFIR
40.61
PSNR· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#8CPAT+
40.59
PSNR· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#9CPAT
40.48
PSNR· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#10DRCT
40.41
PSNR· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#11DRLN+SOTA
39.75
PSNR· 2019-06-28
Densely Residual Laplacian Super-Resolution Code
#12HAN+
39.62
PSNR· 2020-08-20
Single Image Super-Resolution via a Holistic Attention Network Code
#13CSNLN
39.37
PSNR· 2020-06-02
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Code
#14HBPNSOTA
39.3
PSNR· 2019-06-17
Hierarchical Back Projection Network for Image Super-Resolution Code
#15DBPN-RES-MR64-3SOTA
39.28
PSNR· 2019-04-04
Deep Back-Projection Networks for Single Image Super-resolution Code
#16ML-CrAIST
39.26
PSNR· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#17ML-CrAIST-Li
39.23
PSNR· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#18PMRN+
39.15
PSNR· 2020-07-19
Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution
#19SRFBNSOTA
39.08
PSNR· 2019-03-23
Feedback Network for Image Super-Resolution Code
#20IMDN
38.88
PSNR· 2019-09-26
Lightweight Image Super-Resolution with Information Multi-distillation Network Code
#21LFFN-SSOTA
37.93
PSNR· 2019-02-15
Lightweight Feature Fusion Network for Single Image Super-Resolution Code