3D Object Super-Resolution on Urban100 - 2x upscaling

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	DRCT-L	0.9516	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
2	HMA†	0.9513	Yes	HMANet: Hybrid Multi-Axis Aggregation Network fo...	2024-05-08	Code
3	Hi-IR-L	0.9505	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
4	HAT-L	0.9505	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
5	HAT	0.9489	No	Activating More Pixels in Image Super-Resolution...	2022-05-09	Code
6	CPAT+	0.9487	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
7	CPAT	0.9481	No	Channel-Partitioned Windowed Attention And Frequ...	2024-07-23	-
8	DRCT	0.9474	No	DRCT: Saving Image Super-resolution away from In...	2024-03-31	Code
9	SwinFIR	0.9473	No	SwinFIR: Revisiting the SwinIR with Fast Fourier...	2022-08-24	Code
10	DRLN+	0.9402	No	Densely Residual Laplacian Super-Resolution	2019-06-28	Code
11	HAN+	0.9398	No	Single Image Super-Resolution via a Holistic Att...	2020-08-20	Code
12	CSNLN	0.9386	No	Image Super-Resolution with Cross-Scale Non-Loca...	2020-06-02	Code
13	HBPN	0.938	No	Hierarchical Back Projection Network for Image S...	2019-06-17	Code
14	ML-CrAIST	0.937	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
15	ML-CrAIST-Li	0.9361	No	ML-CrAIST: Multi-scale Low-high Frequency Inform...	2024-08-19	Code
16	SwinOIR	0.9353	No	Resolution Enhancement Processing on Low Quality...	2023-03-16	Code
17	DBPN-RES-MR64-3	0.935	No	Deep Back-Projection Networks for Single Image S...	2019-04-04	Code
18	PMRN+	0.9342	No	Sequential Hierarchical Learning with Distributi...	2020-07-19	-
19	SPBP-L+	0.9277	No	Sub-Pixel Back-Projection Network For Lightweigh...	2020-08-03	Code

#1DRCT-LSOTA
0.9516
SSIM· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#2HMA†
0.9513
SSIM· Extra Data· 2024-05-08
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution Code
#3Hi-IR-L
0.9505
SSIM· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#4HAT-LSOTA
0.9505
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#5HAT
0.9489
SSIM· 2022-05-09
Activating More Pixels in Image Super-Resolution Transformer Code
#6CPAT+
0.9487
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#7CPAT
0.9481
SSIM· 2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution
#8DRCT
0.9474
SSIM· 2024-03-31
DRCT: Saving Image Super-resolution away from Information Bottleneck Code
#9SwinFIR
0.9473
SSIM· 2022-08-24
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Code
#10DRLN+SOTA
0.9402
SSIM· 2019-06-28
Densely Residual Laplacian Super-Resolution Code
#11HAN+
0.9398
SSIM· 2020-08-20
Single Image Super-Resolution via a Holistic Attention Network Code
#12CSNLN
0.9386
SSIM· 2020-06-02
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Code
#13HBPNSOTA
0.938
SSIM· 2019-06-17
Hierarchical Back Projection Network for Image Super-Resolution Code
#14ML-CrAIST
0.937
SSIM· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#15ML-CrAIST-Li
0.9361
SSIM· 2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Code
#16SwinOIR
0.9353
SSIM· 2023-03-16
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Code
#17DBPN-RES-MR64-3SOTA
0.935
SSIM· 2019-04-04
Deep Back-Projection Networks for Single Image Super-resolution Code
#18PMRN+
0.9342
SSIM· 2020-07-19
Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution
#19SPBP-L+
0.9277
SSIM· 2020-08-03
Sub-Pixel Back-Projection Network For Lightweight Single Image Super-Resolution Code