Super-Resolution on Set5 - 2x upscaling

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	DRCT-L	39.14	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
2	HMA†	38.95	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
3	HAT-L	38.91	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
4	Hi-IR-L	38.87	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
5	HAT_FIR	38.74	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
6	HAT	38.73	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
7	DRCT	38.72	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
8	CPAT+	38.72	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
9	CPAT	38.68	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
10	SwinFIR	38.65	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
11	EDT-B	38.63	Yes	On Efficient Transformer-Based Image Pre-trainin...	2021-12-19	Code
12	MaIR+	38.62	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
13	MaIR	38.56	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
14	DRLN+	38.34	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
15	HAN+	38.33	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
16	LTE	38.33	No	Local Texture Estimator for Implicit Representat...	2021-11-17	Code
17	CSNLN	38.28	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
18	FACD	38.242	No	Feature-domain Adaptive Contrastive Distillation...	2022-11-29	-
19	PMRN+	38.22	No	Sequential Hierarchical Learning with Distributi...	2020-07-19	-
20	SwinOIR	38.21	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
21	ML-CrAIST	38.19	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
22	ML-CrAIST-Li	38.15	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
23	HBPN	38.13	No	Hierarchical Back Projection Network for Image S...	2019-06-17	Code
24	SRFBN	38.11	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
25	DBPN-RES-MR64-3	38.08	No	Deep Back-Projection Networks for Single Image S...	2019-04-04	Code
26	SPBP-L+	38.05	No	Sub-Pixel Back-Projection Network For Lightweigh...	2020-08-03	Code
27	IMDN	38	No	Lightweight Image Super-Resolution with Informat...	2019-09-26	Code
28	MWCNN	37.91	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
29	FALSR-A	37.82	No	Fast, Accurate and Lightweight Super-Resolution ...	2019-01-22	Code
30	CARN [[Ahn et al.2018]]	37.76	No	Fast, Accurate, and Lightweight Super-Resolution...	2018-03-23	Code
31	RED30	37.66	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
32	LFFN-S	37.66	No	Lightweight Feature Fusion Network for Single Im...	2019-02-15	Code
33	DRCN [[Kim et al.2016b]]	37.63	No	Deeply-Recursive Convolutional Network for Image...	2015-11-14	Code
34	DnCNN-3	37.58	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code
35	N3Net	37.57	No	Neural Nearest Neighbors Networks	2018-10-30	Code
36	VDSR [[Kim et al.2016a]]	37.53	No	Accurate Image Super-Resolution Using Very Deep ...	2015-11-14	Code
37	CSRCNN	37.45	No	Cascade Convolutional Neural Network for Image S...	2020-08-24	-
38	RC-Net	37.42	No	Image Restoration Using Deep Regulated Convoluti...	2019-10-19	Code
39	c-DCSCN	37.13	No	Fast and Accurate Image Super Resolution by Deep...	2017-07-18	Code
40	HyperRes	36.69	No	Hypernetwork-Based Adaptive Image Restoration	2022-06-13	Code
41	Deep CNN Denoiser	35.05	No	Learning Deep CNN Denoiser Prior for Image Resto...	2017-04-11	Code