Super-Resolution on Manga109 - 4x upscaling

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	HMA†	33.19	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
2	DRCT-L	33.14	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
3	Hi-IR-L	33.13	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
4	HAT-L	33.09	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
5	HAT_FIR	33.03	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
6	DRCT	32.96	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
7	HAT	32.87	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
8	CPAT+	32.85	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
9	SwinFIR	32.83	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
10	RGT+	32.68	No	Recursive Generalization Transformer for Image S...	2023-03-11	Code
11	DAT+	32.67	No	Dual Aggregation Transformer for Image Super-Res...	2023-08-07	Code
12	MaIR+	32.66	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
13	PFT	32.63	No	Progressive Focused Transformer for Single Image...	2025-03-26	Code
14	DAT	32.51	No	Dual Aggregation Transformer for Image Super-Res...	2023-08-07	Code
15	RGT	32.5	No	Recursive Generalization Transformer for Image S...	2023-03-11	Code
16	MaIR	32.46	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
17	SwinIR	32.22	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
18	ABPN	31.79	No	Image Super-Resolution via Attention based Back ...	2019-10-10	Code
19	DRLN+	31.78	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
20	+SPN	31.75	No	Learning from History: Task-agnostic Model Contr...	2023-09-12	Code
21	DBPN-RES-MR64-3	31.74	No	Deep Back-Projection Networks for Single Image S...	2019-04-04	Code
22	HAN+	31.73	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
23	ELAN	31.68	No	Efficient Long-Range Attention Network for Image...	2022-03-13	Code
24	SAN	31.66	No	-	-	Code
25	SRGAN + Residual-in-Residual Dense Block	31.66	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
26	RFN	31.59	No	Progressive Perception-Oriented Network for Sing...	2019-07-24	Code
27	HBPN	31.57	No	Hierarchical Back Projection Network for Image S...	2019-06-17	Code
28	CSNLN	31.43	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
29	RFANET	31.41	No	-	-	-
30	GMFN	31.24	No	Gated Multiple Feedback Network for Image Super-...	2019-07-09	Code
31	RCAN	31.22	No	Image Super-Resolution Using Very Deep Residual ...	2018-07-08	Code
32	ML-CrAIST	31.17	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
33	SRFBN	31.15	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
34	ML-CrAIST-Li	31.11	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
35	PMRN+	31.07	No	Sequential Hierarchical Learning with Distributi...	2020-07-19	-
36	EDSR	31.02	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
37	RDN	31	No	Residual Dense Network for Image Super-Resolution	2018-02-24	Code
38	CFSR	30.72	No	Transforming Image Super-Resolution: A ConvForme...	2024-01-11	Code
39	IMDN	30.45	No	Lightweight Image Super-Resolution with Informat...	2019-09-26	Code
40	CARN	30.4	No	Fast, Accurate, and Lightweight Super-Resolution...	2018-03-23	Code
41	AESOP	30.061	No	Auto-Encoded Supervision for Perceptual Image Su...	2024-11-28	Code
42	LFFN-S	29.76	No	Lightweight Feature Fusion Network for Single Im...	2019-02-15	Code
43	MemNet	29.42	No	MemNet: A Persistent Memory Network for Image Re...	2017-08-07	Code
44	VDSR	28.83	No	Accurate Image Super-Resolution Using Very Deep ...	2015-11-14	Code
45	SROOE	28.08	No	Perception-Oriented Single Image Super-Resolutio...	2022-11-24	Code
46	FSRCNN	27.9	No	Accelerating the Super-Resolution Convolutional ...	2016-08-01	Code
47	SRCNN	27.58	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
48	bicubic	24.89	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code