Super-Resolution on Manga109 - 3x upscaling

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	Hi-IR-L	36.12	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	HMA†	36.1	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
3	HAT-L	36.02	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
4	HAT_FIR	35.92	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
5	HAT	35.84	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
6	SwinFIR	35.77	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
7	CPAT+	35.77	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	CPAT	35.66	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
9	DRLN+	34.94	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
10	HAN+	34.87	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
11	CSNLN	34.45	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
12	ML-CrAIST	34.42	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
13	ML-CrAIST-Li	34.26	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
14	SRFBN	34.18	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
15	PMRN+	34.1	No	Sequential Hierarchical Learning with Distributi...	2020-07-19	-
16	IMDN	33.61	No	Lightweight Image Super-Resolution with Informat...	2019-09-26	Code
17	LFFN-S	32.8	No	Lightweight Feature Fusion Network for Single Im...	2019-02-15	Code