Image Super-Resolution on Set5 - 2x upscaling

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	Hi-IR-L	0.9663	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	DRCT-L	0.9658	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
3	HMA†	0.9649	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
4	HAT-L	0.9646	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
5	DRCT	0.9646	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
6	HAT	0.9637	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
7	CPAT+	0.9635	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	CPAT	0.9633	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
9	SwinFIR	0.9633	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
10	EDT-B	0.9632	Yes	On Efficient Transformer-Based Image Pre-trainin...	2021-12-19	Code
11	MaIR+	0.963	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
12	MaIR	0.9628	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
13	DRLN+	0.9619	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
14	ML-CrAIST	0.9617	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
15	CSNLN	0.9616	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
16	ML-CrAIST-Li	0.9615	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
17	SwinOIR	0.9614	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
18	PMRN+	0.9612	No	Sequential Hierarchical Learning with Distributi...	2020-07-19	-
19	HBPN	0.961	No	Hierarchical Back Projection Network for Image S...	2019-06-17	Code
20	SPBP-L+	0.9606	No	Sub-Pixel Back-Projection Network For Lightweigh...	2020-08-03	Code
21	DBPN-RES-MR64-3	0.96	No	Deep Back-Projection Networks for Single Image S...	2019-04-04	Code
22	RED30	0.9599	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
23	LFFN-S	0.9585	No	Lightweight Feature Fusion Network for Single Im...	2019-02-15	Code
24	CSRCNN	0.957	No	Cascade Convolutional Neural Network for Image S...	2020-08-24	-
25	c-DCSCN	0.9569	No	Fast and Accurate Image Super Resolution by Deep...	2017-07-18	Code
26	HyperRes	0.94	No	Hypernetwork-Based Adaptive Image Restoration	2022-06-13	Code
27	HAN+	0.9299	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code