3D Object Super-Resolution on Manga109 - 3x upscaling

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	Hi-IR-L	0.9588	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	HMA†	0.958	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
3	HAT-L	0.9576	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
4	HAT	0.9567	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
5	SwinFIR	0.9563	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
6	CPAT+	0.9563	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
7	CPAT	0.9559	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	DRLN+	0.9518	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
9	HAN+	0.9509	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
10	CSNLN	0.9502	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
11	ML-CrAIST	0.9501	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
12	ML-CrAIST-Li	0.9492	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
13	PMRN+	0.948	No	Sequential Hierarchical Learning with Distributi...	2020-07-19	-
14	LFFN-S	0.9381	No	Lightweight Feature Fusion Network for Single Im...	2019-02-15	Code

#1Hi-IR-LSOTA
0.9588
SSIM· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#2HMA†SOTA
0.958
SSIM· Extra Data· 2024-05-08
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution Code
#3HAT-LSOTA
0.9576
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#4HAT
0.9567
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#5SwinFIR
0.9563
SSIM· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#6CPAT+
0.9563
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#7CPAT
0.9559
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#8DRLN+SOTA
0.9518
SSIM· 2019-06-28
Densely Residual Laplacian Super-Resolution Code
#9HAN+
0.9509
SSIM· 2020-08-20
Single Image Super-Resolution via a Holistic Attention Network Code
#10CSNLN
0.9502
SSIM· 2020-06-02
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Code
#11ML-CrAIST
0.9501
SSIM· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#12ML-CrAIST-Li
0.9492
SSIM· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#13PMRN+
0.948
SSIM· 2020-07-19
Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution
#14LFFN-SSOTA
0.9381
SSIM· 2019-02-15
Lightweight Feature Fusion Network for Single Image Super-Resolution Code