16k on Set14 - 2x upscaling

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Augmentations	Paper	Date↕	Code
1	DRCT-L	35.36	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
2	HMA†	35.33	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
3	HAT-L	35.29	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
4	Hi-IR-L	35.27	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
5	HAT_FIR	35.17	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
6	HAT	35.13	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
7	CPAT+	34.97	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	DRCT	34.96	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
9	SwinFIR	34.93	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
10	CPAT	34.91	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
11	MaIR	34.75	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
12	DRLN+	34.43	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
13	CSRCNN	34.34	No	Cascade Convolutional Neural Network for Image S...	2020-08-24	-
14	LTE	34.25	No	Local Texture Estimator for Implicit Representat...	2021-11-17	Code
15	HAN+	34.24	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
16	CSNLN	34.12	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
17	DBPN-RES-MR64-3	34.09	No	Deep Back-Projection Networks for Single Image S...	2019-04-04	Code
18	SwinOIR	33.97	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
19	SRFBN	33.82	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
20	HBPN	33.78	No	Hierarchical Back Projection Network for Image S...	2019-06-17	Code
21	ML-CrAIST	33.77	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
22	MWCNN	33.7	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
23	ML-CrAIST-Li	33.64	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
24	IMDN	33.63	No	Lightweight Image Super-Resolution with Informat...	2019-09-26	Code
25	SPBP-L+	33.62	No	Sub-Pixel Back-Projection Network For Lightweigh...	2020-08-03	Code
26	FALSR-A	33.55	No	Fast, Accurate and Lightweight Super-Resolution ...	2019-01-22	Code
27	CARN [[Ahn et al.2018]]	33.52	No	Fast, Accurate, and Lightweight Super-Resolution...	2018-03-23	Code
28	CARN-M [[Ahn et al.2018]]	33.26	No	Fast, Accurate, and Lightweight Super-Resolution...	2018-03-23	Code
29	DCSCN	33.05	No	Fast and Accurate Image Super Resolution by Deep...	2017-07-18	Code
30	DRCN [[Kim et al.2016b]]	33.04	No	Deeply-Recursive Convolutional Network for Image...	2015-11-14	Code
31	DnCNN-3	33.03	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code
32	VDSR [[Kim et al.2016a]]	33.03	No	Accurate Image Super-Resolution Using Very Deep ...	2015-11-14	Code
33	RED30	32.94	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
34	c-DCSCN	32.71	No	Fast and Accurate Image Super Resolution by Deep...	2017-07-18	Code
35	Deep CNN Denoiser	30.79	No	Learning Deep CNN Denoiser Prior for Image Resto...	2017-04-11	Code