3D Object Super-Resolution on BSD100 - 4x upscaling

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	DRCT-L	28.16	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
2	Hi-IR-L	28.13	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
3	HMA†	28.13	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
4	HAT-L	28.09	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
5	HAT_FIR	28.07	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
6	DRCT	28.06	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
7	CPAT+	28.06	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	HAT	28.05	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
9	CPAT	28.04	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
10	SwinFIR	28.03	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
11	WaveMixSR-V2	27.87	No	WaveMixSR-V2: Enhancing Super-resolution with Hi...	2024-09-16	Code
12	DRLN+	27.87	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
13	SAN	27.86	No	-	-	Code
14	LTE	27.86	No	Local Texture Estimator for Implicit Representat...	2021-11-17	Code
15	SRGAN + Residual-in-Residual Dense Block	27.85	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
16	HAN+	27.85	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
17	RFN	27.83	No	Progressive Perception-Oriented Network for Sing...	2019-07-24	Code
18	ABPN	27.82	No	Image Super-Resolution via Attention based Back ...	2019-10-10	Code
19	CSNLN	27.8	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
20	ProSR	27.79	No	A Fully Progressive Approach to Single-Image Sup...	2018-04-09	Code
21	RCAN	27.77	No	Image Super-Resolution Using Very Deep Residual ...	2018-07-08	Code
22	HBPN	27.77	No	Hierarchical Back Projection Network for Image S...	2019-06-17	Code
23	SwinOIR	27.76	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
24	GMFN	27.74	No	Gated Multiple Feedback Network for Image Super-...	2019-07-09	Code
25	RDN	27.72	No	Residual Dense Network for Image Super-Resolution	2018-02-24	Code
26	SRFBN	27.72	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
27	D-DBPN	27.72	No	Deep Back-Projection Networks For Super-Resolution	2018-03-07	Code
28	EDSR	27.71	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
29	Manifold Simplification	27.66	No	Beyond Deep Residual Learning for Image Restorat...	2016-11-19	Code
30	MWCNN	27.62	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
31	SRResNet	27.58	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
32	CARN	27.58	No	Fast, Accurate, and Lightweight Super-Resolution...	2018-03-23	Code
33	BSRN	27.57	No	Lightweight and Efficient Image Super-Resolution...	2018-11-30	Code
34	SRRAM	27.56	No	MAMNet: Multi-path Adaptive Modulation Network f...	2018-11-29	Code
35	IMDN	27.56	No	Lightweight Image Super-Resolution with Informat...	2019-09-26	Code
36	ENet-E	27.5	No	EnhanceNet: Single Image Super-Resolution Throug...	2016-12-23	Code
37	SRMDNF	27.49	No	Learning a Single Convolutional Super-Resolution...	2017-12-17	Code
38	NLRN	27.48	No	Non-Local Recurrent Network for Image Restoration	2018-06-07	Code
39	RL-CSC	27.44	No	Image Super-Resolution via RL-CSC: When Residual...	2018-12-31	-
40	SESR	27.42	No	SESR: Single Image Super Resolution with Recursi...	2018-01-31	Code
41	LFFN-S	27.42	No	Lightweight Feature Fusion Network for Single Im...	2019-02-15	Code
42	IDN	27.41	No	Fast and Accurate Single Image Super-Resolution ...	2018-03-26	Code
43	RED30	27.4	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
44	RED30	27.4	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
45	MemNet	27.4	No	MemNet: A Persistent Memory Network for Image Re...	2017-08-07	Code
46	LapSRN	27.32	No	Deep Laplacian Pyramid Networks for Fast and Acc...	2017-04-12	Code
47	DnCNN-3	27.29	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code
48	DSRN	27.25	No	Image Super-Resolution via Dual-State Recurrent ...	2018-05-07	Code
49	DRCN	27.21	No	Deeply-Recursive Convolutional Network for Image...	2015-11-14	Code
50	RC-Net	27.21	No	Image Restoration Using Deep Regulated Convoluti...	2019-10-19	Code
51	IA	27.16	No	Seven ways to improve example-based single image...	2015-11-06	-
52	ZSSR	27.12	No	"Zero-Shot" Super-Resolution using Deep Internal...	2017-12-17	Code
53	ESPCN	27.02	No	Real-Time Single Image and Video Super-Resolutio...	2016-09-16	Code
54	FAFR*	26.91	No	Image Super-resolution via Feature-augmented Ran...	2017-12-14	Code
55	SRCNN	26.9	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
56	JMPF+	26.87	No	Joint Maximum Purity Forest with Application to ...	2017-08-30	Code
57	4PP-EUSR	26.5707	No	Deep Learning-based Image Super-Resolution Consi...	2018-09-13	Code
58	FxSR-PD t=0.0	26.38	No	Flexible Style Image Super-Resolution using Cond...	2022-01-13	Code
59	bicubic	25.94	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
60	AESOP	25.93	No	Auto-Encoded Supervision for Perceptual Image Su...	2024-11-28	Code
61	SPSR	25.505	No	Structure-Preserving Super Resolution with Gradi...	2020-03-29	Code
62	SFT-GAN	25.33	No	Recovering Realistic Texture in Image Super-reso...	2018-04-09	Code
63	SRGAN	25.16	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
64	nearest neighbors	25.02	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
65	Perceptual Loss	24.95	No	Perceptual Losses for Real-Time Style Transfer a...	2016-03-27	Code
66	SROOE	24.87	No	Perception-Oriented Single Image Super-Resolutio...	2022-11-24	Code
67	FxSR-PD t=0.8	24.77	No	Flexible Style Image Super-Resolution using Cond...	2022-01-13	Code
68	Edge-informed SR	24.25	No	Edge-Informed Single Image Super-Resolution	2019-09-11	Code