3D Object Super-Resolution on Urban100 - 3x upscaling

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	Hi-IR-L	31.07	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	HMA†	31	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
3	HAT-L	30.92	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
4	HAT_FIR	30.77	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
5	HAT	30.7	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
6	CPAT+	30.63	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
7	CPAT	30.52	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	SwinFIR	30.43	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
9	IPT	29.49	Yes	Pre-Trained Image Processing Transformer	2020-12-01	Code
10	LTE	29.41	No	Local Texture Estimator for Implicit Representat...	2021-11-17	Code
11	DRLN+	29.37	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
12	HAN+	29.21	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
13	CSNLN	29.13	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
14	ML-CrAIST	28.89	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
15	SwinOIR	28.87	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
16	FACD	28.818	No	Feature-domain Adaptive Contrastive Distillation...	2022-11-29	-
17	ML-CrAIST-Li	28.73	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
18	SRFBN	28.73	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
19	IMDN	28.17	No	Lightweight Image Super-Resolution with Informat...	2019-09-26	Code
20	MWCNN	28.13	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
21	LCSCNet	27.24	No	LCSCNet: Linear Compressing Based Skip-Connectin...	2019-09-09	Code
22	DnCNN-3	27.15	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code

#1Hi-IR-LSOTA
31.07
PSNR· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#2HMA†SOTA
31
PSNR· Extra Data· 2024-05-08
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution Code
#3HAT-LSOTA
30.92
PSNR· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#4HAT_FIR
30.77
PSNR· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#5HAT
30.7
PSNR· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#6CPAT+
30.63
PSNR· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#7CPAT
30.52
PSNR· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#8SwinFIR
30.43
PSNR· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#9IPTSOTA
29.49
PSNR· Extra Data· 2020-12-01
Pre-Trained Image Processing Transformer Code
#10LTE
29.41
PSNR· 2021-11-17
Local Texture Estimator for Implicit Representation Function Code
#11DRLN+SOTA
29.37
PSNR· 2019-06-28
Densely Residual Laplacian Super-Resolution Code
#12HAN+
29.21
PSNR· 2020-08-20
Single Image Super-Resolution via a Holistic Attention Network Code
#13CSNLN
29.13
PSNR· 2020-06-02
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Code
#14ML-CrAIST
28.89
PSNR· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#15SwinOIR
28.87
PSNR· 2023-03-16
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Code
#16FACD
28.818
PSNR· 2022-11-29
Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-Resolution
#17ML-CrAIST-Li
28.73
PSNR· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#18SRFBNSOTA
28.73
PSNR· 2019-03-23
Feedback Network for Image Super-Resolution Code
#19IMDN
28.17
PSNR· 2019-09-26
Lightweight Image Super-Resolution with Information Multi-distillation Network Code
#20MWCNNSOTA
28.13
PSNR· 2018-05-18
Multi-level Wavelet-CNN for Image Restoration Code
#21LCSCNet
27.24
PSNR· 2019-09-09
LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution Code
#22DnCNN-3SOTA
27.15
PSNR· 2016-08-13
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Code