16k on Set14 - 3x upscaling

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Augmentations	Paper	Date↕	Code
1	Hi-IR-L	31.55	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	HMA†	31.47	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
3	HAT-L	31.47	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
4	HAT_FIR	31.37	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
5	HAT	31.33	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
6	SwinFIR	31.24	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
7	CPAT+	31.19	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	CPAT	31.15	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
9	IPT	30.85	Yes	Pre-Trained Image Processing Transformer	2020-12-01	Code
10	DRLN+	30.8	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
11	LTE	30.8	No	Local Texture Estimator for Implicit Representat...	2021-11-17	Code
12	HAN+	30.79	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
13	CSNLN	30.66	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
14	SwinOIR	30.65	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
15	ML-CrAIST	30.39	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
16	IMDN	30.32	No	Lightweight Image Super-Resolution with Informat...	2019-09-26	Code
17	ML-CrAIST-Li	30.23	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
18	MWCNN	30.16	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
19	SRFBN	30.1	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
20	LCSCNet	29.87	No	LCSCNet: Linear Compressing Based Skip-Connectin...	2019-09-09	Code
21	DnCNN-3	29.81	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code
22	RED30	29.61	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
23	PMRN+	29.24	No	Sequential Hierarchical Learning with Distributi...	2020-07-19	-
24	Deep CNN Denoiser	27.72	No	Learning Deep CNN Denoiser Prior for Image Resto...	2017-04-11	Code