16k on BSD100 - 2x upscaling

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Augmentations	Paper	Date↕	Code
1	WaveMixSR-V2	0.9326	No	WaveMixSR-V2: Enhancing Super-resolution with Hi...	2024-09-16	Code
2	WaveMixSR	0.9322	No	WaveMixSR: A Resource-efficient Neural Network f...	2023-07-01	Code
3	Hi-IR-L	0.9092	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
4	DRCT-L	0.9078	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
5	HMA†	0.9071	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
6	DRCT	0.9071	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
7	HAT-L	0.9066	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
8	HAT	0.906	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
9	CPAT+	0.9058	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
10	CPAT	0.9056	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
11	SwinFIR	0.9054	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
12	DRLN+	0.9032	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
13	CSNLN	0.9024	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
14	SwinOIR	0.9022	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
15	HBPN	0.902	No	Hierarchical Back Projection Network for Image S...	2019-06-17	Code
16	RED30	0.8974	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
17	HAN+	0.8431	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code

#1WaveMixSR-V2SOTA
0.9326
SSIM· 2024-09-16
WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency Code
#2WaveMixSRSOTA
0.9322
SSIM· 2023-07-01
WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution Code
#3Hi-IR-L
0.9092
SSIM· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#4DRCT-L
0.9078
SSIM· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#5HMA†
0.9071
SSIM· Augmentations· 2024-05-08
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution Code
#6DRCT
0.9071
SSIM· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#7HAT-LSOTA
0.9066
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#8HAT
0.906
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#9CPAT+
0.9058
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#10CPAT
0.9056
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#11SwinFIR
0.9054
SSIM· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#12DRLN+SOTA
0.9032
SSIM· 2019-06-28
Densely Residual Laplacian Super-Resolution Code
#13CSNLN
0.9024
SSIM· 2020-06-02
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Code
#14SwinOIR
0.9022
SSIM· 2023-03-16
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Code
#15HBPNSOTA
0.902
SSIM· 2019-06-17
Hierarchical Back Projection Network for Image Super-Resolution Code
#16RED30SOTA
0.8974
SSIM· 2016-06-29
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Code
#17HAN+
0.8431
SSIM· 2020-08-20
Single Image Super-Resolution via a Holistic Attention Network Code